Engineering

MIT OCW

free

Introduction to CS and Programming using Python

Dr. Ana Bell

This subject is aimed at students with little to no programming experience. It aims to provide students with an...

Data Science, Analytics & Computer Technology Programming & Coding Computer Science

intermediate

MIT OCW

free

Hands-On Deep Learning

Prof. Rama Ramakrishnan

This is a fast-paced introduction to deep learning with an emphasis on developing a practical understanding of how...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

How to AI (Almost) Anything

Prof. Paul Liang

Artificial Intelligence (AI) holds great promise as a technology to enhance digital productivity, physical...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Mathematics for Computer Science

Prof. Erik Demaine

This course covers elementary discrete mathematics for science and engineering, with a focus on mathematical tools...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

intermediate

MIT OCW

free

Introduction to Machine Learning

Prof. Leslie Kaelbling

This course introduces principles, algorithms, and applications of machine learning from the point of view of...

Data Science, Analytics & Computer Technology AI Algorithms and Data Structures

intermediate

MIT OCW

free

Foundation Models and Generative AI

Rickard Gabrielsson

ChatGPT, Copilot, CLIP, Dall-E, Stable-Diffusion, AlphaFold, self-driving cars—is now the time that artificial...

Data Science, Analytics & Computer Technology AI Machine Learning

intermediate

MIT OCW

free

Introduction to Deep Learning

Alexander Amini

This is MIT’s introductory course on deep learning methods with applications to computer vision, natural language...

Data Science, Analytics & Computer Technology AI Software Design and Engineering

intermediate

MIT OCW

free

Mathematics of Big Data and Machine Learning

Dr. Jeremy Kepner

This course introduces the Dynamic Distributed Dimensional Data Model (D4M), a breakthrough in computer programming...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Circuits and Electronics

Prof. Anant Agarwal

6.002 is designed to serve as a first course in an undergraduate electrical engineering (EE), or electrical...

Engineering Electrical Engineering

intermediate

MIT OCW

free

Introduction to Electrical Engineering and Computer Science I

Prof. Leslie Kaelbling

This course provides an integrated introduction to electrical engineering and computer science, taught using...

Data Science, Analytics & Computer Technology AI Software Design and Engineering

intermediate

MIT OCW

free

AI 101

Brandon Leshchinskiy

Machine vision. Data wrangling. Reinforcement learning. What do these terms even mean?...

Data Science, Analytics & Computer Technology AI Machine Learning

intermediate

MIT OCW

free

Power Electronics

Prof. David Perreault

6.622 covers modeling, analysis, design, control, and application of circuits for energy conversion and control. As...

Energy, Climate & Sustainability Energy Engineering

advanced

MIT OCW

free

Deep Learning

Prof. Phillip Isola

This course covers the fundamentals of deep learning, including both theory and applications. Topics include neural...

Data Science, Analytics & Computer Technology AI Machine Learning

intermediate

MIT OCW

free

Artificial Intelligence

Patrick Henry Winston

This course introduces students to the basic knowledge representation, problem solving, and learning methods of...

Data Science, Analytics & Computer Technology AI Algorithms and Data Structures

intermediate

MIT OCW

free

Introduction to Robotics

Prof. Harry Asada

This course provides an overview of robot mechanisms, dynamics, and intelligent controls. Topics include planar and...

Science & Math Physics Engineering

intermediate

MIT OCW

free

How to Make (Almost) Anything

Prof. Isaac Chuang

This course provides a hands-on introduction to the resources for designing and fabricating smart systems, including...

Engineering Electrical Engineering Systems Engineering

advanced

MIT OCW

free

Product Design and Development

Prof. Matthew Kressy

Product Design and Development is a project-based course that covers modern tools and methods for product design and...

Business & Management Marketing Operations

advanced

MIT OCW

free

Machine Learning

Rohit Singh

6.867 is an introductory course on machine learning which gives an overview of many concepts, techniques, and...

Data Science, Analytics & Computer Technology AI Algorithms and Data Structures

advanced

MIT OCW

free

Networks

Prof. Alexander Wolitzky

Networks are ubiquitous in our modern society. The World Wide Web that links us to the rest of the world is the most...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

intermediate

MIT OCW

free

Effective Programming in C and C++

Andre Kessler

This course is a fast-paced introduction to the C and C++ programming languages, with an emphasis on good...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Introduction to Computer Science and Programming in Python

Dr. Ana Bell

6.0001 Introduction to Computer Science and Programming in Python is intended for students with little or no...

Data Science, Analytics & Computer Technology Programming & Coding Algorithms and Data Structures

intermediate

MIT OCW

free

Machine Learning for Healthcare

Prof. Peter Szolovits

This course introduces students to machine learning in healthcare, including the nature of clinical data and the use...

Data Science, Analytics & Computer Technology AI User Experience

advanced

MIT OCW

free

Creating Video Games

Philip B. Tan

CMS.611J / 6.073 Creating Video Games is a class that introduces students to the complexities of working in small,...

Art, Design & Architecture Game Design Media Studies

intermediate

MIT OCW

free

Computational Biology

Prof. Manolis Kellis

This course covers the algorithmic and machine learning foundations of computational biology combining theory with...

Engineering Biological Engineering

intermediate

MIT OCW

free

Mechatronics

Prof. David Trumper

This course is an introduction to designing mechatronic systems, which require integration of the mechanical and...

Engineering Electrical Engineering Mechanical Engineering

advanced

MIT OCW

free

Introduction to Algorithms

Prof. Erik Demaine

This course is an introduction to mathematical modeling of computational problems, as well as common algorithms,...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

intermediate

MIT OCW

free

Distributed Computer Systems Engineering

Prof. Robert Morris

This course covers abstractions and implementation techniques for the design of distributed systems. Topics include:...

Data Science, Analytics & Computer Technology Software Design and Engineering Networks and Security

advanced

MIT OCW

free

How to CAD Almost Anything

Andy G. Eskenazi

Have you ever wondered how objects from our daily lives are designed? How can we generate a computer 3D model of a...

Engineering Aerospace Engineering Mechanical Engineering

beginner

MIT OCW

free

Advanced Thermodynamics

Prof. Gian Paolo Beretta

This course is a self-contained concise review of general thermodynamics concepts, multicomponent equilibrium...

Science & Math Chemistry Physics

advanced

MIT OCW

free

Blockchain and Money

Prof. Gary Gensler

This course is for students wishing to explore blockchain technology’s potential use—by entrepreneurs and...

Business & Management Finance & Accounting Digital Business & IT

advanced

MIT OCW

free

FinTech: Shaping the Financial World

Prof. Gary Gensler

This course about financial technology, or FinTech, is for students wishing to explore the ways in which new...

Business & Management Finance & Accounting Strategy & Innovation

advanced

MIT OCW

free

Brains, Minds and Machines Summer Course

Prof. Tomaso Poggio

This course explores the problem of intelligence—its nature, how it is produced by the brain and how it could be...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Fundamentals of Systems Engineering

Prof. Olivier de Weck

General introduction to systems engineering using both the classical V-model and the new Meta approach. Topics...

Engineering Aerospace Engineering Systems Engineering

advanced

MIT OCW

free

Mathematics of Machine Learning

Prof. Philippe Rigollet

Broadly speaking, Machine Learning refers to the automated identification of patterns in data. As such it has been a...

Data Science, Analytics & Computer Technology AI Algorithms and Data Structures

advanced

MIT OCW

free

Introduction to System Dynamics

Prof. John Sterman

Introduction to systems thinking and system dynamics modeling applied to strategy, organizational change, and policy...

Business & Management Organizations & Leadership Operations

advanced

MIT OCW

free

Machine Vision

Prof. Berthold Horn

This course is an introduction to the process of generating a symbolic description of the environment from an...

Data Science, Analytics & Computer Technology AI Machine Learning

intermediate

MIT OCW

free

Bioinformatics and Proteomics

Prof. Gil Alterovitz

This interdisciplinary course provides a hands-on approach to students in the topics of bioinformatics and...

Data Science, Analytics & Computer Technology Computer Science Data Science

intermediate

MIT OCW

free

Introduction to R and Geographic Information Systems (GIS)

Dr. Helena Vallicrosa

The goal of these videos is to provide students with tools and concepts for working with R, a free software...

Data Science, Analytics & Computer Technology Programming & Coding Visualization

beginner

MIT OCW

free

A Gentle Introduction to Programming Using Python

Sarina Canelake

This course will provide a gentle, yet intense, introduction to programming using Python for highly motivated...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Statistical Thinking and Data Analysis

Prof. Cynthia Rudin

This course is an introduction to statistical data analysis. Topics are chosen from applied probability, sampling,...

Data Science, Analytics & Computer Technology Computer Science Data Science

intermediate

MIT OCW

free

Nonlinear Optimization

Prof. Gabriele Farina

This course offers a unified analytical and computational approach to nonlinear optimization problems. Unconstrained...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Human Factors Engineering

Dr. Laurence R. Young

This course is designed to provide both undergraduate and graduate students with a fundamental understanding of...

Data Science, Analytics & Computer Technology User Experience Computer Science

intermediate

MIT OCW

free

Introduction to Propulsion Systems

Prof. Manuel Martinez-Sanchez

This course presents aerospace propulsive devices as systems, with functional requirements and engineering and...

Engineering Aerospace Engineering

intermediate

MIT OCW

free

Data, Models, and Decisions

Prof. Robert Freund

This course is designed to introduce first-year Sloan MBA students to the fundamental techniques of using data. In...

Business & Management Supply Chain Operations

advanced

MIT OCW

free

Semiconductor Manufacturing

Prof. Duane Boning

6.780 covers statistical modeling and the control of semiconductor fabrication processes and plants. Topics covered...

Engineering Chemical Engineering Electrical Engineering

advanced

MIT OCW

free

Design and Manufacturing II

Prof. Jung-Hoon Chun

This course introduces you to modern manufacturing with four areas of emphasis: manufacturing processes,...

Business & Management Operations Systems Thinking

intermediate

MIT OCW

free

Practical Programming in C

Daniel Weller

This course provides a thorough introduction to the C programming language, the workhorse of the UNIX operating...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Introduction to Computational Thinking

Prof. Alan Edelman

This is an introductory course on computational thinking. We use the Julia programming language to approach...

Data Science, Analytics & Computer Technology Software Design and Engineering Algorithms and Data Structures

intermediate

MIT OCW

free

Computational Methods of Scientific Programming

Prof. Thomas Herring

This introductory course exposes students to modern programming methods and techniques used in practice by physical...

Data Science, Analytics & Computer Technology Programming & Coding Algorithms and Data Structures

intermediate

MIT OCW

free

Visual Navigation for Autonomous Vehicles (VNAV)

Prof. Luca Carlone

This course covers the mathematical foundations and state-of-the-art implementations of algorithms for vision-based...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Toy Product Design

Prof. David Wallace

Toy Product Design is an introduction to the product design process with a focus on designing for play and...

Business & Management Systems Thinking Engineering

intermediate

MIT OCW

free

Computer Graphics

Prof. Wojciech Matusik

This course provides introduction to computer graphics algorithms, software and hardware. Topics include: ray...

Data Science, Analytics & Computer Technology Programming & Coding Algorithms and Data Structures

intermediate

MIT OCW

free

Generative Artificial Intelligence in K–12 Education

Prof. Harold Abelson

The emergence of transformer architectures in 2017 triggered a breakthrough in machine learning that today lets...

Data Science, Analytics & Computer Technology AI Machine Learning

intermediate

MIT OCW

free

Computer Networks

Prof. Hari Balakrishnan

How does the global network infrastructure work and what are the design principles on which it is based? In what...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

advanced

MIT OCW

free

Biomedical Signal and Image Processing

Dr. Gari Clifford

This course presents the fundamentals of digital signal processing with particular emphasis on problems in...

Engineering Electrical Engineering Health & Medicine

advanced

MIT OCW

free

Signals and Systems

Prof. Dennis Freeman

6.003 covers the fundamentals of signal and system analysis, focusing on representations of discrete-time and...

Engineering Electrical Engineering

intermediate

MIT OCW

free

Structural Engineering Design

Prof. Oral Buyukozturk

This course aims at providing students with a solid background on the principles of structural engineering design....

Engineering Civil Engineering Mechanical Engineering

intermediate

MIT OCW

free

Introduction to Modeling and Simulation

Prof. Markus Buehler

This subject provides an introduction to modeling and simulation, covering continuum methods, atomistic and...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Computer System Engineering

Dr. Katrina LaCurts

This class covers topics on the engineering of computer software and hardware systems. Topics include techniques for...

Data Science, Analytics & Computer Technology Software Design and Engineering Networks and Security

intermediate

MIT OCW

free

Introduction to Computers and Engineering Problem Solving

Dr. George Kocur

This course presents the fundamentals of object-oriented software design and development, computational methods and...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Introduction to C and C++

Tom Lieber

This course provides a fast-paced introduction to the C and C++ programming languages. You will learn the required...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Fluid Dynamics

Prof. Kripa K Varanasi

This class provides students with an introduction to principal concepts and methods of fluid mechanics. Topics...

Engineering Ocean Engineering Mechanical Engineering

intermediate

MIT OCW

free

Computer System Architecture

Dr. Joel Emer

6.823 is a course in the department’s “Computer Systems and Architecture” concentration. 6.823 is a study of the...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

advanced

MIT OCW

free

Solid Mechanics

Prof. Louis Bucciarelli

1.050 is a sophomore-level engineering mechanics course, commonly labelled “Statics and Strength of Materials” or...

Engineering Aerospace Engineering Materials Science and Engineering

intermediate

MIT OCW

free

Computer Systems Security

Prof. Nickolai Zeldovich

This course covers design and implementation of secure computer systems. The lectures cover attacks that compromise...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

intermediate

MIT OCW

free

Rocket Propulsion

Prof. Manuel Martinez-Sanchez

This class focuses on chemical rocket propulsion systems for launch, orbital, and interplanetary flight. It studies...

Science & Math Physics Engineering

advanced

MIT OCW

free

Electric Machines

Prof. James L. Kirtley

This course teaches the principles and analysis of electromechanical systems. Students will develop analytical...

Data Science, Analytics & Computer Technology Energy, Climate & Sustainability Energy

advanced

MIT OCW

free

Advances in Computer Vision

Prof. Vincent Sitzmann

This course dives into advanced concepts in computer vision. A first focus is geometry in computer vision, including...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Introduction to Neural Computation

Prof. Michale Fee

This course introduces quantitative approaches to understanding brain and cognitive functions. Topics include...

Science & Math Biology Cognitive Science

intermediate

MIT OCW

free

Introduction to Electric Power Systems

Prof. James L. Kirtley

This course is an introductory subject in the field of electric power systems and electrical to mechanical energy...

Engineering Electrical Engineering

intermediate

MIT OCW

free

Digital Signal Processing

Prof. Alan V. Oppenheim

This course was developed in 1987 by the MIT Center for Advanced Engineering Studies. It was designed as a...

Engineering Electrical Engineering

advanced

MIT OCW

free

Introduction to Aerospace Engineering and Design

Dava Newman

The fundamental concepts, and approaches of aerospace engineering, are highlighted through lectures on aeronautics,...

Engineering Aerospace Engineering

intermediate

MIT OCW

free

Internal Combustion Engines

Prof. Wai Cheng

This course studies the fundamentals of how the design and operation of internal combustion engines affect their...

Science & Math Physics Energy, Climate & Sustainability

advanced

MIT OCW

free

Digital Humanities

Dr. Kurt Fendt

This course examines the theory and practice of using computational methods in the emerging field of digital...

Art, Design & Architecture Media Studies Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Introduction to Programming in Java

Evan Jones

This course is an introduction to software engineering, using the Java™ programming language. It covers concepts...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Introduction to Lean Six Sigma Methods

Earll Murman

This course covers the fundamental principles, practices and tools of Lean Six Sigma methods that underlay modern...

Business & Management Organizations & Leadership Operations

intermediate

MIT OCW

free

Cognitive Robotics

Prof. Brian Charles Williams

This is a class about applying autonomy to real-world systems. The overarching theme uniting the many different...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Engineering Dynamics

Prof. J. Kim Vandiver

This course is an introduction to the dynamics and vibrations of lumped-parameter models of mechanical systems....

Science & Math Physics Engineering

intermediate

MIT OCW

free

Advanced Algorithms

Prof. David R. Karger

This course is a first-year graduate course in algorithms. Emphasis is placed on fundamental algorithms and advanced...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Satellite Engineering

Prof. David Miller

Satellite Engineering introduces students to subsystem design in engineering spacecraft. The course presents...

Engineering Aerospace Engineering

advanced

MIT OCW

free

Aerodynamics

Prof. David Darmofal

This course extends fluid mechanic concepts from Unified Engineering to the aerodynamic performance of wings and...

Engineering Aerospace Engineering Mechanical Engineering

intermediate

MIT OCW

free

Quantum Computation

Prof. Peter Shor

This course provides an introduction to the theory and practice of quantum computation. Topics covered include:...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Networks and Security

advanced

MIT OCW

free

Project Management

Prof. Fred Moavenzadeh

1.040 Project Management focuses on the management and implementation of construction projects, primarily...

Engineering Civil Engineering

intermediate

MIT OCW

free

Advanced Data Structures

Prof. Erik Demaine

Data structures play a central role in modern computer science. You interact with data structures even more often...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Introduction to C++

Jesse Dunietz

This is a fast-paced introductory course to the C++ programming language. It is intended for those with little...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Optimization Methods

Prof. Dimitris Bertsimas

This course introduces the principal algorithms for linear, network, discrete, nonlinear, dynamic optimization and...

Business & Management Systems Thinking Science & Math

advanced

MIT OCW

free

Topics in Multiagent Learning

Prof. Gabriele Farina

While machine learning techniques have had significant success in single-agent settings, an increasingly large body...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Information Theory

Prof. Yury Polyanskiy

This is a graduate-level introduction to mathematics of information theory. We will cover both classical and modern...

Data Science, Analytics & Computer Technology Computer Science Science & Math

advanced

MIT OCW

free

Design and Analysis of Algorithms

Prof. Erik Demaine

This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Networks and Security

intermediate

MIT OCW

free

Logistics and Supply Chain Management

Prof. David Simchi-Levi

This course surveys operations research models and techniques developed for a variety of problems arising in...

Business & Management Supply Chain Operations

advanced

MIT OCW

free

Algorithms for Inference

Prof. Devavrat Shah

This is a graduate-level introduction to the principles of statistical inference with probabilistic models defined...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Visualization

advanced

MIT OCW

free

Design and Manufacturing I

Prof. Daniel Frey

Welcome to 2.007! This course is a first subject in engineering design. With your help, this course will be a great...

Engineering Electrical Engineering Mechanical Engineering

intermediate

MIT OCW

free

Introduction to Computational Neuroscience with Neuroblox

Prof. Lilianne Mujica-Parodi

In this course, you will learn the basics of computational neuroscience via hands-on model building in Neuroblox and...

Data Science, Analytics & Computer Technology Computer Science Science & Math

advanced

MIT OCW

free

Performance Engineering of Software Systems

Prof. Charles Leiserson

6.172 is an 18-unit class that provides a hands-on, project-based introduction to building scalable and...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Principles of Naval Architecture

Prof. Joel Harbour

This course presents principles of naval architecture, ship geometry, hydrostatics, calculation and drawing of...

Engineering Ocean Engineering Mechanical Engineering

intermediate

MIT OCW

free

Water and Wastewater Treatment Engineering

Dr. Peter Shanahan

This course is an overview of engineering approaches to protecting water quality with an emphasis on fundamental...

Engineering Environmental Engineering

advanced

MIT OCW

free

Database Systems

Prof. Samuel Madden

This course relies on primary readings from the database community to introduce graduate students to the foundations...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Operating System Engineering

Prof. Frans Kaashoek

This course studies fundamental design and implementation ideas in the engineering of operating systems. Lectures...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

advanced

MIT OCW

free

Innovation Teams

Prof. Luis Perez-Breva

Do you wonder how technology makes it out of the lab? This course introduces skills and capabilities for real-world...

Business & Management Entrepreneurship Strategy & Innovation

advanced

MIT OCW

free

Cryptography and Cryptanalysis

Prof. Silvio Micali

This course features a rigorous introduction to modern cryptography, with an emphasis on the fundamental...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

advanced

MIT OCW

free

Day of AI

MIT RAISE

This resource is to support teachers and educators to run Day of AI activities in their classrooms through...

Data Science, Analytics & Computer Technology AI Machine Learning

beginner

MIT OCW

free

Network and Computer Security

Prof. Ronald Rivest

6.857 Network and Computer Security is an upper-level undergraduate, first-year graduate course on network and...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

advanced

MIT OCW

free

Numerical Computation for Mechanical Engineers

Prof. Anthony T. Patera

This class introduces elementary programming concepts including variable types, data structures, and flow control....

Data Science, Analytics & Computer Technology Programming & Coding Computer Science

intermediate

MIT OCW

free

Introductory Analog Electronics Laboratory

Dr. Ron Roscoe

6.101 is an introductory experimental laboratory that explores the design, construction, and debugging of analog...

Engineering Electrical Engineering

intermediate

MIT OCW

free

Genomics and Computational Biology

Dr. George Church

This course will assess the relationships among sequence, structure, and function in complex biological networks as...

Science & Math Biology Engineering

advanced

MIT OCW

free

Unified Engineering: Materials and Structures

Prof. Raúl Radovitzky

This course presents fundamental principles and methods of materials and structures for aerospace engineering, and...

Engineering Aerospace Engineering Materials Science and Engineering

intermediate

MIT OCW

free

Foundations of Computational and Systems Biology

Prof. Christopher Burge

This course is an introduction to computational biology emphasizing the fundamentals of nucleic acid and protein...

Science & Math Biology Engineering

advanced

MIT OCW

free

Chemical Engineering Thermodynamics

Prof. Bernhardt Trout

This course aims to connect the principles, concepts, and laws/postulates of classical and statistical...

Science & Math Chemistry Physics

advanced

MIT OCW

free

Foundations of Software Engineering

Prof. Kevin Amaratunga

This is a foundation subject in modern software development techniques for engineering and information technology....

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

advanced

MIT OCW

free

Electrochemical Energy Systems

Prof. Martin Bazant

This course introduces principles and mathematical models of electrochemical energy conversion and storage. Students...

Science & Math Chemistry Engineering

advanced

MIT OCW

free

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

Prof. Gilbert Strang

Linear algebra concepts are key for understanding and creating machine learning algorithms, especially as applied to...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

NEET Ways of Thinking

Dr. Rea Lavi

This subject gives first-year students a unique opportunity to explore the New Engineering Education Transformation...

Engineering Systems Engineering

intermediate

MIT OCW

free

Interactive Data Visualization and Society

Prof. Arvind Satyanarayan

The world is awash with increasing amounts of data, and we must keep afloat with our relatively constant perceptual...

Data Science, Analytics & Computer Technology Visualization Computer Science

intermediate

MIT OCW

free

The Battlecode Programming Competition

Maxwell Mann

This course is conducted as an artificial intelligence programming contest in Java. Students work in teams to...

Art, Design & Architecture Game Design Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Space Systems Engineering

Prof. David Miller

Space Systems Engineering (16.83X) is the astronautical capstone course option in the Department of Aeronautics and...

Engineering Aerospace Engineering

intermediate

MIT OCW

free

Introduction to Computational Thinking and Data Science

Prof. Eric Grimson

6.0002 is the continuation of 6.0001 Introduction to Computer Science and Programming in Python and is intended for...

Data Science, Analytics & Computer Technology Computer Science Science & Math

intermediate

MIT OCW

free

Feedback Control Systems

Prof. Jonathan P. How

This course will teach fundamentals of control design and analysis using state-space methods. This includes both the...

Engineering Aerospace Engineering

intermediate

MIT OCW

free

Introduction to Convex Optimization

Prof. Stephen Boyd

This course aims to give students the tools and training to recognize convex optimization problems that arise in...

Business & Management Systems Thinking Science & Math

intermediate

MIT OCW

free

Introduction to Spatial Analysis

Prof. Sarah Williams

Geographic Information System (GIS) software manages data that represent the location of features (geographic...

Data Science, Analytics & Computer Technology Visualization Computer Science

advanced

MIT OCW

free

Systems Biology

Prof. Jeff Gore

This course provides an introduction to cellular and population-level systems biology with an emphasis on synthetic...

Science & Math Biology Physics

advanced

MIT OCW

free

Design of Medical Devices and Implants

Prof. Myron Spector

This design course teaches a systematic approach for development of an implantable or injectable medical device to...

Engineering Biological Engineering Mechanical Engineering

advanced

MIT OCW

free

Pattern Recognition and Analysis

Media Lab Faculty and Staff

This class deals with the fundamentals of characterizing and recognizing patterns and features of interest in...

Science & Math Cognitive Science Mathematics

advanced

MIT OCW

free

Unified Engineering I, II, III, & IV

Prof. Mark Drela

The basic objective of Unified Engineering is to give a solid understanding of the fundamental disciplines of...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Sustainable Real Estate

Prof. Siqi Zheng Siqi Zheng

The course provides a systematic framework to understand the most challenging issues in sustainability in the real...

Art, Design & Architecture Real Estate Science & Math

advanced

MIT OCW

free

Engineering Design and Rapid Prototyping

Prof. Olivier de Weck

This course provides students with an opportunity to conceive, design and implement a product, using rapid...

Business & Management Systems Thinking Engineering

intermediate

MIT OCW

free

Software Construction

Prof. Robert Miller

6.005 Software Construction introduces fundamental principles and techniques of software development, i.e., how to...

Data Science, Analytics & Computer Technology Software Design and Engineering Algorithms and Data Structures

intermediate

MIT OCW

free

Dynamic Systems and Control

Prof. Emilio Frazzoli

The course addresses dynamic systems, i.e., systems that evolve with time. Typically these systems have inputs and...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Building Technology I: Materials and Construction

Prof. John Fernandez

This course offers an introduction to the history, theory, and construction of basic structural systems as well as...

Art, Design & Architecture Architecture Engineering

advanced

MIT OCW

free

Software Engineering Concepts

Prof. Nancy Leveson

This is a reading and discussion subject on issues in the engineering of software systems and software development...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Probability and Statistics in Engineering

Prof. Daniele Veneziano

This class covers quantitative analysis of uncertainty and risk for engineering applications. Fundamentals of...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Advanced Fluid Mechanics

Prof. Gareth McKinley

This course is a survey of principal concepts and methods of fluid dynamics. Topics include mass conservation,...

Engineering Ocean Engineering Mechanical Engineering

advanced

MIT OCW

free

Engineering Mechanics I

Prof. Franz-Josef Ulm

This subject provides an introduction to the mechanics of materials and structures. You will be introduced to and...

Engineering Aerospace Engineering Civil Engineering

intermediate

MIT OCW

free

Fundamentals of Photovoltaics

Prof. Tonio Buonassisi

Fundamentals of photoelectric conversion: charge excitation, conduction, separation, and collection. Lectures cover...

Business & Management Strategy & Innovation Science & Math

intermediate

MIT OCW

free

Microelectronic Devices and Circuits

Prof. Clifton Fonstad

6.012 is the header course for the department’s “Devices, Circuits and Systems” concentration. The topics covered...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

intermediate

MIT OCW

free

Dynamics

Prof. Sheila Widnall

This course covers the fundamentals of Newtonian mechanics, including kinematics, motion relative to accelerated...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Mechanics of Fluids

Prof. Kenneth Smith

This course is an advanced subject in fluid and continuum mechanics. The course content includes kinematics,...

Engineering Mechanical Engineering

advanced

MIT OCW

free

Ethics of AI Bias

Prof. Bernhardt Trout

This video aims to delve into the human problems brought out by issues in artificial intelligence, specifically with...

Data Science, Analytics & Computer Technology AI Machine Learning

beginner

MIT OCW

free

Basic Structural Design

Prof. John Ochsendorf

This course provides students with a basic knowledge of structural analysis and design for buildings, bridges and...

Art, Design & Architecture Architecture Engineering

intermediate

MIT OCW

free

Cryptocurrency Engineering and Design

Dr. Neha Narula

Bitcoin and other cryptographic currencies have gained attention over the years as the systems continue to evolve....

Data Science, Analytics & Computer Technology Software Design and Engineering Algorithms and Data Structures

advanced

MIT OCW

free

Fundamentals of Photonics: Quantum Electronics

Prof. Franz Kärtner

This course explores the fundamentals of optical and optoelectronic phenomena and devices based on classical and...

Science & Math Physics Engineering

advanced

MIT OCW

free

Advanced Natural Language Processing

Prof. Michael Collins

This course is a graduate introduction to natural language processing - the study of human language from a...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Ethics of Technology

Dr. Kevin Mills

This course introduces the tools of philosophical ethics through application to contemporary issues concerning...

Data Science, Analytics & Computer Technology User Experience Computer Science

intermediate

MIT OCW

free

Analysis and Design of Digital Integrated Circuits

Prof. Anantha Chandrakasan

6.374 examines the device and circuit level optimization of digital building blocks. Topics covered include: MOS...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

advanced

MIT OCW

free

Communication Systems Engineering

Prof. Eytan Modiano

This course will cover fundamentals of digital communications and networking. We will study the basics of...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

intermediate

MIT OCW

free

Engineering Math: Differential Equations and Linear Algebra

Prof. Daniel Frey

This course is about the mathematics that is most widely used in the mechanical engineering core subjects: An...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Ethics for Engineers: Artificial Intelligence

Prof. Bernhardt Trout

Artificial Intelligence (AI), and the algorithmic judgment at its core, is developing at breakneck speed. This...

Data Science, Analytics & Computer Technology AI Machine Learning

intermediate

MIT OCW

free

The Software Business

Prof. Michael Cusumano

This subject is a seminar-style course aimed at anyone who is interested in founding a software company or working...

Business & Management Entrepreneurship Digital Business & IT

advanced

MIT OCW

free

Digital Design Fabrication

Prof. Lawrence Sass

This course will guide graduate students through the process of using rapid prototyping and CAD/CAM devices in a...

Art, Design & Architecture Architecture Engineering

advanced

MIT OCW

free

Optics

Nicholas X. Fang

This course provides an introduction to optical science with elementary engineering applications. Topics covered in...

Science & Math Physics Engineering

intermediate

MIT OCW

free

User Interface Design and Implementation

Prof. Robert Miller

6.831/6.813 examines human-computer interaction in the context of graphical user interfaces. The course covers human...

Art, Design & Architecture Visual Arts Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Optical Engineering

Prof. George Barbastathis

This course concerns the theory and practice of optical methods in engineering and system design, with an emphasis...

Business & Management Systems Thinking Science & Math

advanced

MIT OCW

free

Fundamentals of Materials Science

Prof. Darrell Irvine

This course focuses on the fundamentals of structure, energetics, and bonding that underpin materials science. It is...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Computational Camera and Photography

Prof. Ramesh Raskar

A computational camera attempts to digitally capture the essence of visual information by exploiting the synergistic...

Art, Design & Architecture Visual Arts Media Studies

advanced

MIT OCW

free

Introduction to Sustainable Energy

Prof. Michael Golay

This class assesses current and potential future energy systems, covering resources, extraction, conversion, and...

Data Science, Analytics & Computer Technology Social Sciences Policy and Administration

intermediate

MIT OCW

free

Astrodynamics

Prof. Richard Battin

This course covers the fundamentals of astrodynamics, focusing on the two-body orbital initial-value and...

Engineering Aerospace Engineering

advanced

MIT OCW

free

STAR: Software Tools for Academics and Researchers

MIT Office of Educational Innovation and Technology

The Software Tools for Academics and Researchers (STAR) program at MIT seeks to bridge the divide between scientific...

Data Science, Analytics & Computer Technology Software Design and Engineering Networks and Security

beginner

MIT OCW

free

Theory of Computation

Prof. Michael Sipser

This course emphasizes computability and computational complexity theory. Topics include regular and context-free...

Data Science, Analytics & Computer Technology Computer Science Science & Math

intermediate

MIT OCW

free

How to Process, Analyze and Visualize Data

Adam Marcus

This course is an introduction to data cleaning, analysis and visualization. We will teach the basics of data...

Data Science, Analytics & Computer Technology Visualization Computer Science

beginner

MIT OCW

free

Software Engineering for Web Applications

Prof. Harold Abelson

6.171 is a course for students who already have some programming and software engineering experience. The goal...

Art, Design & Architecture Media Studies Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Medical Artificial Intelligence

Prof. Lucila Ohno-Machado

This course provides an intensive introduction to artificial intelligence and its applications to problems of...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Advanced Geotechnical Engineering

Prof. Andrew Whittle

1.364 examines site characterization and geotechnical aspects of the design and construction of foundation systems....

Engineering Civil Engineering

advanced

MIT OCW

free

Robotic Manipulation

Prof. Russell Tedrake

Introduces the fundamental algorithmic approaches for creating robot systems that can autonomously manipulate...

Data Science, Analytics & Computer Technology AI Machine Learning

intermediate

MIT OCW

free

STEM Concept Videos

Teaching and Learning Laboratory (TLL)

The STEM Concept Videos are designed to help students learn a pivotal concept in science, technology, engineering,...

Social Sciences Communication Science & Math

intermediate

MIT OCW

free

Data Mining

Prof. Nitin Patel

Data that has relevance for managerial decisions is accumulating at an incredible rate due to a host of...

Business & Management Digital Business & IT Management

advanced

MIT OCW

free

Systems Optimization

Prof. John Vande Vate

Managers and engineers are constantly attempting to optimize, particularly in the design and operation of complex...

Business & Management Supply Chain Operations

advanced

MIT OCW

free

Principles of Autonomy and Decision Making

Prof. Brian Charles Williams

This course surveys a variety of reasoning, optimization and decision making methodologies for creating highly...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Fracture and Fatigue

Prof. Subra Suresh

Investigation of linear elastic and elastic-plastic fracture mechanics. Topics include microstructural effects on...

Engineering Materials Science and Engineering Mechanical Engineering

advanced

MIT OCW

free

Elliptic Curves

Andrew V. Sutherland

This course offers a computationally focused introduction to elliptic curves, emphasizing their deep connections to...

Data Science, Analytics & Computer Technology Computer Science Science & Math

intermediate

MIT OCW

free

Introduction to Computer Science and Programming

Prof. John Guttag

6.00SC Intro to CS and Programming has been retired from OCW. You can access the archived course on DSpace –...

Data Science, Analytics & Computer Technology Computer Science Engineering

intermediate

MIT OCW

free

Introduction to Nuclear Engineering and Ionizing Radiation

Prof. Michael Short

This course provides an introduction to nuclear science and its engineering applications. It describes basic nuclear...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Computing and Data Analysis for Environmental Applications

Prof. Dennis McLaughlin

This subject is a computer-oriented introduction to probability and data analysis. It is designed to give students...

Data Science, Analytics & Computer Technology Computer Science Data Science

intermediate

MIT OCW

free

Computational Science and Engineering I

Dr. Chengzhao (Richard) Zhang

This course provides the fundamental computational toolbox for solving science and engineering problems. Topics...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Introduction to Civil Engineering Design

Prof. Herbert Einstein

1.012 introduces students to the theory, tools, and techniques of engineering design and creative problem-solving,...

Engineering Civil Engineering

intermediate

MIT OCW

free

Secure Hardware Design

Prof. Mengija Yan

MIT’s Secure Hardware Design Class (6.5950/6.5951) is an open-source course that teaches students both how to attack...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

advanced

MIT OCW

free

Prediction: Machine Learning and Statistics

Prof. Cynthia Rudin

Prediction is at the heart of almost every scientific discipline, and the study of generalization (that is,...

Data Science, Analytics & Computer Technology AI Algorithms and Data Structures

advanced

MIT OCW

free

Signals, Systems and Inference

Prof. George Verghese

This course covers signals, systems and inference in communication, control and signal processing. Topics include...

Engineering Electrical Engineering

intermediate

MIT OCW

free

Logistics Systems

Dr. Chris Caplice

This subject is a survey of the fundamental analytic tools, approaches, and techniques which are useful in the...

Business & Management Supply Chain Operations

advanced

MIT OCW

free

Minds and Machines

Prof. Alex Byrne

This course is an introduction to many of the central issues in a branch of philosophy called philosophy of mind.

Data Science, Analytics & Computer Technology AI Machine Learning

intermediate

MIT OCW

free

Collaborative Data Science for Healthcare

Leo A. Celi

This course provides an introductory survey of data science tools in healthcare. It was created by members of...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Clinical Data Learning, Visualization, and Deployments

Marzyeh Ghassemi

HST.953 is a course about the practical considerations for operationalizing machine learning in healthcare settings....

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

System Safety

Prof. Nancy Leveson

This course covers important concepts and techniques in designing and operating safety-critical systems. Topics...

Business & Management Operations Engineering

advanced

MIT OCW

free

Probabilistic Systems Analysis and Applied Probability

Prof. John Tsitsiklis

This course introduces students to the modeling, quantification, and analysis of uncertainty.  The tools of...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Mechanics & Materials I

Prof. Carol Livermore

This course provides an introduction to the mechanics of solids with applications to science and engineering. We...

Engineering Materials Science and Engineering Mechanical Engineering

intermediate

MIT OCW

free

Computation Structures

Prof. Steve Ward

6.004 offers an introduction to the engineering of digital systems. Starting with MOS transistors, the course...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

intermediate

MIT OCW

free

Urban Transportation Planning

Frederick Salvucci

This course examines the policy, politics, planning, and engineering of transportation systems in urban areas, with...

Social Sciences Policy and Administration Urban Studies

advanced

MIT OCW

free

Gödel, Escher, Bach

Robert Speer

How are math, art, music, and language intertwined? How does intelligent behavior arise from its component parts?...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

intermediate

MIT OCW

free

Data Communication Networks

Prof. Dimitri Bertsekas

6.263J / 16.37J focuses on the fundamentals of data communication networks. One goal is to give some insight into...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

advanced

MIT OCW

free

Numerical Methods Applied to Chemical Engineering

Prof. William Green

Numerical methods for solving problems arising in heat and mass transfer, fluid mechanics, chemical reaction...

Data Science, Analytics & Computer Technology Computer Science Data Science

advanced

MIT OCW

free

Lean/Six Sigma Processes

Prof. Joel Cutcher-Gershenfeld

Students of this course will develop a broad understanding of Lean/Six Sigma principles and practices, build...

Business & Management Operations Systems Thinking

advanced

MIT OCW

free

Polymer Engineering

Prof. David Roylance

This course offers and overview of engineering analysis and design techniques for synthetic polymers. Treatment of...

Engineering Chemical Engineering Materials Science and Engineering

intermediate

MIT OCW

free

Introduction to Algorithms (SMA 5503)

Prof. Charles Leiserson

This course teaches techniques for the design and analysis of efficient algorithms, emphasizing methods useful in...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

intermediate

MIT OCW

free

Geothermal Energy Networks: Transforming Our Thermal Energy System

MIT and HEET

This two-day course, a collaboration between the HEET (Home Energy Efficiency Team) and MIT, focused on “Geothermal...

Energy, Climate & Sustainability Energy Engineering

beginner

MIT OCW

free

Integrated Microelectronic Devices

Prof. Jesús del Alamo

6.720 examines the physics of microelectronic semiconductor devices for silicon integrated circuit applications....

Science & Math Physics Engineering

advanced

MIT OCW

free

Molecular Biology and Genetics in Modern Medicine

Prof. David Housman

This course provides a foundation for understanding the relationship between molecular biology, developmental...

Science & Math Biology Engineering

advanced

MIT OCW

free

Desalination and Water Purification

Prof. John Lienhard

Water supply is a problem of worldwide concern: more than 1 billion people do not have reliable access to clean...

Science & Math Earth Science Energy, Climate & Sustainability

advanced

MIT OCW

free

Modeling and Simulation of Dynamic Systems

Prof. Neville Hogan

This course models multi-domain engineering systems at a level of detail suitable for design and control system...

Business & Management Systems Thinking Engineering

advanced

MIT OCW

free

Groundwater Hydrology

Prof. Charles Harvey

This course covers fundamentals of subsurface flow and transport, emphasizing the role of groundwater in the...

Science & Math Earth Science Engineering

advanced

MIT OCW

free

Elements of Mechanical Design

Prof. Martin Culpepper

This is an advanced course on modeling, design, integration and best practices for use of machine elements such as...

Engineering Mechanical Engineering

intermediate

MIT OCW

free

Introduction to Computational Neuroscience

Prof. Sebastian Seung

This course gives a mathematical introduction to neural coding and dynamics. Topics include convolution,...

Science & Math Biology Cognitive Science

intermediate

MIT OCW

free

Principles of Automatic Control

Prof. Steven Hall

This course introduces the design of feedback control systems as applied to a variety of air and spacecraft systems....

Engineering Aerospace Engineering

intermediate

MIT OCW

free

Introduction to EECS II: Digital Communication Systems

Prof. Hari Balakrishnan

An introduction to several fundamental ideas in electrical engineering and computer science, using digital...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

intermediate

MIT OCW

free

Music and Technology: Recording Techniques and Audio Production

Dr. Florian Hollerweger

This course is an introduction to music recording and audio production from both a practical and a theoretical...

Art, Design & Architecture Media Studies Engineering

intermediate

MIT OCW

free

Introduction to Applied Nuclear Physics

Prof. Paola Cappellaro

This class covers basic concepts of nuclear physics with emphasis on nuclear structure and interactions of radiation...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Autism Theory and Technology

Prof. Rosalind W. Picard

This course illuminates current theories about autism together with challenges faced by people on the autism...

Data Science, Analytics & Computer Technology User Experience Computer Science

advanced

MIT OCW

free

Physics for Solid-State Applications

Prof. Rajeev Ram

This course examines classical and quantum models of electrons and lattice vibrations in solids, emphasizing...

Science & Math Physics Engineering

advanced

MIT OCW

free

Principles and Practice of Drug Development

Prof. Charles Cooney

This course serves as a description and critical assessment of the major issues and stages of developing a...

Science & Math Biology Engineering

advanced

MIT OCW

free

Design for Sustainability

Dr. Eric Adams

The course considers the growing popularity of sustainability and its implications for the practice of engineering,...

Art, Design & Architecture Architecture Environmental Design

advanced

MIT OCW

free

Numerical Fluid Mechanics

Prof. Pierre Lermusiaux

This course is an introduction to numerical methods and MATLAB®: Errors, condition numbers and roots of equations....

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Aerospace Dynamics

Prof. John Deyst

This undergraduate course builds upon the dynamics content of Unified Engineering, a sophomore course taught in the...

Engineering Aerospace Engineering Mechanical Engineering

intermediate

MIT OCW

free

Tissue Engineering and Organ Regeneration

Prof. Myron Spector

This course presents the fundamentals of tissue engineering (TE) and organ regeneration (OR). Emphasis is on...

Science & Math Biology Engineering

advanced

MIT OCW

free

Principles of Medical Imaging

Prof. David Cory

An introduction to the principles of tomographic imaging and its applications. It includes a series of lectures with...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Introductory Digital Systems Laboratory

Prof. Anantha Chandrakasan

6.111 is reputed to be one of the most demanding classes at MIT, exhausting many students’ time and creativity. The...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

intermediate

MIT OCW

free

Control of Manufacturing Processes (SMA 6303)

Prof. David Hardt

This course explores statistical modeling and control in manufacturing processes. Topics include the use of...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Introduction to Solid-State Chemistry

Prof. Jeffrey Grossman

In this course, we will explore what makes things in the world the way they are and why, to understand the science...

Science & Math Chemistry Engineering

intermediate

MIT OCW

free

Structure and Interpretation of Computer Programs

Prof. Eric Grimson

This course introduces students to the principles of computation. Upon completion of 6.001, students should be able...

Data Science, Analytics & Computer Technology Computer Science Science & Math

intermediate

MIT OCW

free

Principles of Optimal Control

Prof. Jonathan P. How

This course studies basic optimization and the principles of optimal control. It considers deterministic and...

Business & Management Systems Thinking Engineering

advanced

MIT OCW

free

Learn to Build Your Own Videogame with the Unity Game Engine and Microsoft Kinect

Kyle Keane

This is a 9-day hands-on workshop about designing, building, and publishing simple educational videogames. No...

Art, Design & Architecture Game Design Media Studies

intermediate

MIT OCW

free

Precision Machine Design

Prof. Martin Culpepper

Intensive coverage of precision engineering theory, heuristics, and applications pertaining to the design of systems...

Business & Management Systems Thinking Engineering

advanced

MIT OCW

free

Photonic Materials and Devices

Prof. Lionel C. Kimerling

This course covers the theory, design, fabrication and applications of photonic materials and devices. After a...

Science & Math Physics Engineering

advanced

MIT OCW

free

Machine Learning for Inverse Graphics

Prof. Vincent Sitzmann

This course covers fundamental and advanced techniques in this field at the intersection of computer vision,...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Introduction to Computational Molecular Biology

Ross Lippert

This course introduces the basic computational methods used to understand the cell on a molecular level. It covers...

Science & Math Biology Mathematics

advanced

MIT OCW

free

Biomedical Devices Design Laboratory

Dr. Hongshen Ma

This course provides intensive coverage of the theory and practice of electromechanical instrument design with...

Engineering Electrical Engineering Mechanical Engineering

advanced

MIT OCW

free

Quantum Information Science I

Prof. Isaac Chuang

This course is a three-course series that provides an introduction to the theory and practice of quantum...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Networks and Security

advanced

MIT OCW

free

Introduction to Design Computing

Prof. Lawrence Sass

This course will introduce students to architectural design and computation through the use of computer modeling,...

Art, Design & Architecture Architecture Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Optimization Methods in Management Science

Prof. James Orlin

This course introduces students to the theory, algorithms, and applications of optimization. The optimization...

Business & Management Operations Systems Thinking

intermediate

MIT OCW

free

Modern Navigation

Prof. Thomas Herring

This course introduces the concepts and applications of navigation techniques using celestial bodies and satellite...

Social Sciences Geography Engineering

intermediate

MIT OCW

free

Fundamentals of Advanced Energy Conversion

Prof. Ahmed F. Ghoniem

This course covers fundamentals of thermodynamics, chemistry, and transport applied to energy systems. Topics...

Science & Math Physics Energy, Climate & Sustainability

intermediate

MIT OCW

free

Great Ideas in Theoretical Computer Science

Prof. Scott Aaronson

This course provides a challenging introduction to some of the central ideas of theoretical computer science. It...

Data Science, Analytics & Computer Technology Computer Science Science & Math

intermediate

MIT OCW

free

System Architecture

Prof. Edward Crawley

This course covers principles and methods for technical System Architecture. It presents a synthetic view including:...

Business & Management Systems Thinking Engineering

advanced

MIT OCW

free

Information Technology Essentials

Prof. Thomas Malone

This class offers a broad coverage of technology concepts and trends underlying current and future developments in...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Integer Programming and Combinatorial Optimization

Prof. Dimitris Bertsimas

The course is a comprehensive introduction to the theory, algorithms and applications of integer optimization and is...

Business & Management Systems Thinking Science & Math

advanced

MIT OCW

free

Parallel Computing

Prof. Alan Edelman

This is an advanced interdisciplinary introduction to applied parallel computing on modern supercomputers. It has a...

Data Science, Analytics & Computer Technology Software Design and Engineering Algorithms and Data Structures

advanced

MIT OCW

free

Space Propulsion

Prof. Manuel Martinez-Sanchez

This course covers the fundamentals of rocket propulsion and discusses advanced concepts in space propulsion ranging...

Engineering Aerospace Engineering

advanced

MIT OCW

free

Mathematics for Materials Scientists and Engineers

Prof. W. Craig Carter

This course covers the mathematical techniques necessary for understanding of materials science and engineering...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Principles of Wireless Communications

Prof. Lizhong Zheng

This course is an introduction to the design, analysis, and fundamental limits of wireless transmission systems....

Engineering Electrical Engineering

advanced

MIT OCW

free

Design of Electromechanical Robotic Systems

Prof. Franz Hover

This course covers the design, construction, and testing of field robotic systems, through team projects with each...

Business & Management Systems Thinking Science & Math

intermediate

MIT OCW

free

Music and Technology: Sound Design

Dr. Florian Hollerweger

In this course, we will rebuild the everyday sounds of nature, machines, and animals from scratch and encapsulate...

Art, Design & Architecture Game Design Performing Arts

intermediate

MIT OCW

free

Mechanics of Materials

Prof. David Roylance

Overview of mechanical properties of ceramics, metals, and polymers, emphasizing the role of processing and...

Science & Math Physics Engineering

advanced

MIT OCW

free

Quantum Information Science

Prof. Isaac Chuang

This is an advanced graduate course on quantum computation and quantum information, for which prior knowledge of...

Data Science, Analytics & Computer Technology Computer Science Science & Math

advanced

MIT OCW

free

Advanced Soil Mechanics

Prof. Charles Ladd

This class presents the application of principles of soil mechanics. It considers the following topics: the origin...

Science & Math Earth Science Engineering

advanced

MIT OCW

free

Mechanics and Design of Concrete Structures

Prof. Oral Buyukozturk

The main objective of 1.054/1.541 is to provide students with a rational basis of the design of reinforced concrete...

Engineering Civil Engineering Mechanical Engineering

intermediate

MIT OCW

free

Computer Games and Simulations for Education and Exploration

Prof. Eric Klopfer

This course immerses students in the process of building and testing their own digital and board games in order to...

Art, Design & Architecture Game Design Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Hands-On Introduction to Electrical Engineering Lab Skills

Gim Hom

This course introduces students to both passive and active electronic components (op-amps, 555 timers, TTL digital...

Engineering Electrical Engineering

intermediate

MIT OCW

free

Underactuated Robotics

Prof. Russell Tedrake

Robots today move far too conservatively, using control systems that attempt to maintain full control authority at...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Topics in Mathematics of Data Science

Dr. Afonso Bandeira

This is a mostly self-contained research-oriented course designed for undergraduate students (but also extremely...

Data Science, Analytics & Computer Technology Computer Science Data Science

intermediate

MIT OCW

free

Introduction to Probability

Prof. John Tsitsiklis

The tools of probability theory, and of the related field of statistical inference, are the keys for being able to...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Structural Mechanics

Prof. Tomasz Wierzbicki

This course covers the fundamental concepts of structural mechanics with applications to marine, civil, and...

Engineering Mechanical Engineering

advanced

MIT OCW

free

Introduction to MATLAB

Yossi Farjoun

This course was offered as a non-credit program during the Independent Activities Period (IAP), January 2008. A more...

Data Science, Analytics & Computer Technology Programming & Coding Computer Science

intermediate

MIT OCW

free

Aircraft Stability and Control

Prof. Jonathan P. How

This class includes a brief review of applied aerodynamics and modern approaches in aircraft stability and control....

Engineering Aerospace Engineering

advanced

MIT OCW

free

Introduction to Electronics, Signals, and Measurement

Prof. David Cory

The course is designed to provide a practical - hands on - introduction to electronics with a focus on measurement...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Analysis and Design of Digital Control Systems

Prof. David Trumper

This course is a comprehensive introduction to control system synthesis in which the digital computer plays a major...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

advanced

MIT OCW

free

Dynamic Programming and Stochastic Control

Prof. Dimitri Bertsekas

The course covers the basic models and solution techniques for problems of sequential decision making under...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

The Mathematics in Toys and Games

Jing Li

We will explore the mathematical strategies behind popular games, toys, and puzzles. Topics covered will combine...

Art, Design & Architecture Game Design Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Engineering, Economics and Regulation of the Electric Power Sector

Prof. Ignacio Perez-Arriaga

The course presents an in-depth interdisciplinary perspective of electric power systems, with regulation providing...

Social Sciences Economics Policy and Administration

advanced

MIT OCW

free

Interactive Music Systems

Eran Egozy

This course explores audio synthesis, musical structure, human computer interaction (HCI), and visual presentation...

Art, Design & Architecture Data Science, Analytics & Computer Technology Software Design and Engineering

intermediate

MIT OCW

free

Network Optimization

Prof. James Orlin

15.082J/6.855J/ESD.78J is a graduate subject in the theory and practice of network flows and its extensions. Network...

Business & Management Systems Thinking Digital Business & IT

advanced

MIT OCW

free

The Physics of Energy

Prof. Robert Jaffe

This course is designed to give you the scientific understanding you need to answer questions like: How much energy...

Data Science, Analytics & Computer Technology Science & Math Earth Science

intermediate

MIT OCW

free

Introduction to Computational Thinking with Julia, with Applications to Modeling the COVID-19 Pandemic

Prof. Alan Edelman

This half-semester course introduces computational thinking through applications of data science, artificial...

Data Science, Analytics & Computer Technology Software Design and Engineering Algorithms and Data Structures

intermediate

MIT OCW

free

A Workshop on Geographic Information Systems

Prof. Joseph Ferreira

This class uses lab exercises and a workshop setting to help students develop a solid understanding of the planning...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Computational Mechanics of Materials

Prof. Raúl Radovitzky

16.225 is a graduate level course on Computational Mechanics of Materials. The primary focus of this course is on...

Engineering Aerospace Engineering Systems Engineering

advanced

MIT OCW

free

Introduction to Numerical Methods

Prof. Steven G. Johnson

This course offers an advanced introduction to numerical analysis, with a focus on accuracy and efficiency of...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Aerospace Biomedical and Life Support Engineering

Dava Newman

This course introduces students to a quantitative approach to studying the problems of physiological adaptation in...

Engineering Aerospace Engineering Biological Engineering

advanced

MIT OCW

free

NextLab I: Designing Mobile Technologies for the Next Billion Users

Mr. Jhonatan Rotberg

Can you make a cellphone change the world? NextLab is a hands-on year-long design course in which students research,...

Art, Design & Architecture Media Studies Business & Management

intermediate

MIT OCW

free

System Dynamics Self Study

Prof. Jay Forrester

Many books and thousands of papers cover the field of system dynamics. With all of these resources available, it can...

Business & Management Organizations & Leadership Operations

advanced

MIT OCW

free

Database, Internet, and Systems Integration Technologies

Dr. George Kocur

This course addresses information technology fundamentals, including project management and software processes, data...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Introduction to Network Models

Dr. Amir Ajorlou

This course provides an introduction to complex networks and their structure and function, with examples from...

Engineering Systems Engineering

intermediate

MIT OCW

free

Tribology

Prof. Nam Suh

This course addresses the design of tribological systems: the interfaces between two or more bodies in relative...

Science & Math Physics Engineering

advanced

MIT OCW

free

Product Engineering Process

Prof. David Wallace

In this hands-on undergraduate class, students work in large teams of approximately 15-20 individuals to design and...

Business & Management Systems Thinking Strategy & Innovation

intermediate

MIT OCW

free

Principles of Computer System Design: An Introduction

Jerome H. Saltzer

Principles of Computer System Design: An Introduction is published in two parts. Part I, containing chapters 1-6, is...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Communicating With Data

Prof. John Carroll

Communicating With Data has a distinctive structure and content, combining fundamental quantitative techniques of...

Business & Management Management Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Thermodynamics of Materials

Prof. Rafael Jaramillo

This course introduces the competition between energetics and disorder that underpins materials thermodynamics....

Science & Math Physics Engineering

intermediate

MIT OCW

free

Social and Ethical Responsibilities of Computing (SERC)

SERC Contributors

Social and Ethical Responsibilities of Computing (SERC), a cross-cutting initiative of the MIT Schwarzman College of...

Data Science, Analytics & Computer Technology AI Machine Learning

beginner

MIT OCW

free

Systems and Controls

Prof. George Barbastathis

This course provides an introduction to linear systems, transfer functions, and Laplace transforms. It covers...

Engineering Mechanical Engineering

intermediate

MIT OCW

free

Aircraft Systems Engineering

Prof. Jeffrey Hoffman

16.885J offers a holistic view of the aircraft as a system, covering: basic systems engineering; cost and weight...

Engineering Aerospace Engineering Systems Engineering

advanced

MIT OCW

free

Introduction to Mathematical Programming

Prof. Dimitris Bertsimas

This course is an introduction to linear optimization and its extensions emphasizing the underlying mathematical...

Data Science, Analytics & Computer Technology Software Design and Engineering Algorithms and Data Structures

advanced

MIT OCW

free

Environmental Technologies in Buildings

Prof. Christoph Reinhart

This course focuses on the thermal, luminous, and acoustic behavior of buildings, examining the basic scientific...

Art, Design & Architecture Architecture Environmental Design

intermediate

MIT OCW

free

Computational Geometry

Prof. Nicholas Patrikalakis

Topics in surface modeling: b-splines, non-uniform rational b-splines, physically based deformable surfaces, sweeps...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Visualization

advanced

MIT OCW

free

Micro/Nano Processing Technology

Prof. Martin Schmidt

This course introduces the theory and technology of micro/nano fabrication. Lectures and laboratory sessions focus...

Engineering Electrical Engineering Mechanical Engineering

intermediate

MIT OCW

free

Introduction to Building Technology

Prof. Marilyne Andersen

The course aims at providing a fundamental understanding of the physics related to buildings and to propose an...

Art, Design & Architecture Architecture Environmental Design

intermediate

MIT OCW

free

Convex Analysis and Optimization

Prof. Dimitri Bertsekas

This course will focus on fundamental subjects in convexity, duality, and convex optimization algorithms. The aim is...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Global Health Informatics to Improve Quality of Care

Dr. Ken Paik

This course will explore innovations in information systems for health care delivery in developing countries, and...

Business & Management Systems Thinking Digital Business & IT

advanced

MIT OCW

free

Introduction to Numerical Analysis for Engineering (13.002J)

Prof. Henrik Schmidt

This course is offered to undergraduates and introduces students to the formulation, methodology, and techniques for...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

intermediate

MIT OCW

free

Introduction to Numerical Analysis

Prof. Alar Toomre

This course analyzed the basic techniques for the efficient numerical solution of problems in science and...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

intermediate

MIT OCW

free

Thermal Energy

Prof. Zoltan Spakovszky

This course is taught in four main parts. The first is a review of fundamental thermodynamic concepts (e.g. energy...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Programming Languages

Prof. Michael Ernst

6.821 teaches the principles of functional, imperative, and logic programming languages. Topics covered include:...

Data Science, Analytics & Computer Technology Programming & Coding Computer Science

advanced

MIT OCW

free

Dynamics and Vibration (13.013J)

Prof. J. Kim Vandiver

Introduction to dynamics and vibration of lumped-parameter models of mechanical systems. Three-dimensional particle...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Urban Design Seminar

Jota Samper

This seminar focuses on understanding the role of high-quality design as a tool to address urban social problems....

Art, Design & Architecture Architecture Environmental Design

advanced

MIT OCW

free

Site and Infrastructure Systems Planning

Prof. Eran Ben-Joseph

This course is a client-based land analysis and site planning project. The primary focus of the course changes from...

Art, Design & Architecture Architecture Environmental Design

advanced

MIT OCW

free

Introduction to C Memory Management and C++ Object-Oriented Programming

Eunsuk Kang

Ever hang your head in shame after your Python program wasn’t as fast as your friend’s C program? Ever wish you...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Introduction to Manufacturing Systems

Dr. Stanley Gershwin

This course provides ways to analyze manufacturing systems in terms of material flow and storage, information flow,...

Business & Management Operations Science & Math

advanced

MIT OCW

free

Logistical and Transportation Planning Methods

Richard C. Larson

The class will cover quantitative techniques of Operations Research with emphasis on applications in transportation...

Business & Management Systems Thinking Social Sciences

advanced

MIT OCW

free

Modern Blacksmithing and Physical Metallurgy

Michael Tarkanian

Physical metallurgy encompasses the relationships between the composition, structure, processing history and...

Engineering Materials Science and Engineering

intermediate

MIT OCW

free

Finite Element Analysis of Solids and Fluids I

Klaus-Jürgen Bathe

This course introduces finite element methods for the analysis of solid, structural, fluid, field, and heat transfer...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Mechanics of Material Systems: An Energy Approach

Prof. Franz-Josef Ulm

1.033 provides an introduction to continuum mechanics and material modeling of engineering materials based on first...

Data Science, Analytics & Computer Technology Science & Math Physics

intermediate

MIT OCW

free

Software Studio

Prof. Daniel Jackson

This course on software engineering covers design and implementation of medium-scale software systems, using web...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Biological Engineering Design

Prof. John Essigmann

This course illustrates how knowledge and principles of biology, biochemistry, and engineering are integrated to...

Engineering Biological Engineering Health & Medicine

intermediate

MIT OCW

free

Biochemical Engineering

Prof. Kristala L. Jones Prather

This course focuses on the interaction of chemical engineering, biochemistry, and microbiology. Mathematical...

Science & Math Biology Engineering

intermediate

MIT OCW

free

Advanced System Architecture

Dr. Daniel E. Whitney

This course provides a deep understanding of engineering systems at a level intended for research on complex...

Business & Management Systems Thinking Engineering

advanced

MIT OCW

free

Techniques in Artificial Intelligence (SMA 5504)

Prof. Tomás Lozano-Pérez

6.825 is a graduate-level introduction to artificial intelligence. Topics covered include: representation and...

Data Science, Analytics & Computer Technology AI Algorithms and Data Structures

advanced

MIT OCW

free

Techniques for Structural Analysis and Design

Prof. Raúl Radovitzky

This course introduces analysis techniques for complex structures and the role of material properties in structural...

Engineering Aerospace Engineering

intermediate

MIT OCW

free

Water Resource Systems

Prof. Dennis McLaughlin

This subject is concerned with quantitative methods for analyzing large-scale water resource problems. Topics...

Engineering Environmental Engineering

advanced

MIT OCW

free

Mechanical Behavior of Materials

Prof. Krystyn van Vliet

Here we will learn about the mechanical behavior of structures and materials, from the continuum description of...

Science & Math Physics Engineering

advanced

MIT OCW

free

Solid Mechanics Laboratory

Prof. Louis Bucciarelli

This course introduces students to basic properties of structural materials and behavior of simple structural...

Engineering Civil Engineering Mechanical Engineering

intermediate

MIT OCW

free

Building Programming Experience: A Lead-In to 6.001

Benjamin Vandiver

This course will serve as a two-week aggressively gentle introduction to programming for those students who lack...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Polymer Physics

Prof. Edwin (Ned) Thomas

This course presents the mechanical, optical, and transport properties of polymers with respect to the underlying...

Science & Math Chemistry Physics

intermediate

MIT OCW

free

Statistics and Visualization for Data Analysis and Inference

Prof. Ed Vul

A whirl-wind tour of the statistics used in behavioral science research, covering topics including: data...

Data Science, Analytics & Computer Technology Visualization Computer Science

advanced

MIT OCW

free

Algorithmic Aspects of Machine Learning

Prof. Ankur Moitra

This course is organized around algorithmic issues that arise in machine learning. Modern machine learning systems...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Mechanics and Materials II

Prof. David Parks

This course provides Mechanical Engineering students with an awareness of various responses exhibited by solid...

Engineering Materials Science and Engineering Mechanical Engineering

intermediate

MIT OCW

free

Medical Decision Support

Prof. Lucila Ohno-Machado

This course presents the main concepts of decision analysis, artificial intelligence, and predictive model...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Applied Econometrics: Mostly Harmless Big Data

Prof. Joshua Angrist

This course covers empirical strategies for applied micro research questions. Our agenda includes regression and...

Data Science, Analytics & Computer Technology Computer Science Data Science

advanced

MIT OCW

free

Transportation Systems Analysis: Demand and Economics

Michael Frumin

The main objective of this course is to give broad insight into the different facets of transportation systems,...

Social Sciences Economics Urban Studies

advanced

MIT OCW

free

Seminar in Electric Power Systems

Prof. James L. Kirtley

This course comprises of a seminar on planning and operation of modern electric power systems. Content varies with...

Energy, Climate & Sustainability Energy Engineering

advanced

MIT OCW

free

Estimation and Control of Aerospace Systems

Prof. Eric Feron

This course focuses on the design of control systems. Topics covered include: frequency domain and state space...

Engineering Aerospace Engineering

intermediate

MIT OCW

free

Electromagnetics and Applications

Prof. David Staelin

This course explores electromagnetic phenomena in modern applications, including wireless communications, circuits,...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Compressible Flow

Prof. Wesley Harris

The course begins with the basics of compressible fluid dynamics, including governing equations, thermodynamic...

Science & Math Physics Engineering

advanced

MIT OCW

free

Engineering of Nuclear Reactors

Prof. Jacopo Buongiorno

Engineering principles of nuclear reactors, emphasizing power reactors. Topics include power plant thermodynamics,...

Science & Math Physics Engineering

advanced

MIT OCW

free

Classical Mechanics: A Computational Approach

Prof. Gerald Sussman

We will study the fundamental principles of classical mechanics, with a modern emphasis on the qualitative structure...

Science & Math Physics Engineering

advanced

MIT OCW

free

Advanced Circuit Techniques

James Roberge

Following a brief classroom discussion of relevant principles, each student in this course completes the paper...

Engineering Electrical Engineering

advanced

MIT OCW

free

Analysis and Design of Feedback Control Systems

Prof. David Trumper

This course develops the fundamentals of feedback control using linear transfer function system models. Topics...

Engineering Electrical Engineering Mechanical Engineering

intermediate

MIT OCW

free

Private Pilot Ground School

Dr. Philip Greenspun

This is a three-day workshop that took place during the MIT Independent Activities Period (IAP) in January, 2019....

Engineering Aerospace Engineering

intermediate

MIT OCW

free

Introduction to Seismology

Prof. Robert Van Der Hilst

This graduate level course presents a basic study in seismology and the utilization of seismic waves for the study...

Science & Math Earth Science Engineering

advanced

MIT OCW

free

Applied Superconductivity

Prof. Terry Orlando

This course provides a phenomenological approach to superconductivity, with emphasis on superconducting electronics....

Science & Math Physics Engineering

advanced

MIT OCW

free

RAISE (Responsible AI for Social Empowerment and Education)

MIT RAISE

RAISE (Responsible AI for Social Empowerment and Education) is a new MIT-wide initiative headquartered in...

Data Science, Analytics & Computer Technology AI Machine Learning

beginner

MIT OCW

free

Solid-State Circuits

James Roberge

6.301 is a course in analog circuit analysis and design. We cover the tools and methods necessary for the creative...

Engineering Electrical Engineering

advanced

MIT OCW

free

Advanced Topics in Cryptography

Prof. Yael Tauman Kalai

This course is about the evolution of proofs in computer science. We will learn about the...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

advanced

MIT OCW

free

Engineering Apollo: The Moon Project as a Complex System

Prof. David Mindell

This course is a detailed technical and historical exploration of the Apollo project to “fly humans to the moon and...

Engineering Aerospace Engineering Systems Engineering

advanced

MIT OCW

free

Computer Algorithms in Systems Engineering

Dr. George Kocur

This course covers concepts of computation used in analysis of engineering systems. It includes the following...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Automata, Computability, and Complexity

Prof. Scott Aaronson

This course provides a challenging introduction to some of the central ideas of theoretical computer science....

Data Science, Analytics & Computer Technology Networks and Security Computer Science

intermediate

MIT OCW

free

Materials Processing

Prof. Chris Schuh

This course is focused on physical understanding of materials processing, and the scaling laws that govern process...

Engineering Chemical Engineering Materials Science and Engineering

intermediate

MIT OCW

free

Algorithms for Computational Biology

Prof. Manolis Kellis

This course is offered to undergraduates and addresses several algorithmic challenges in computational biology. The...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

intermediate

MIT OCW

free

Electromagnetic Energy: From Motors to Lasers

Prof. Vladimir Bulovic

This course discusses applications of electromagnetic and equivalent quantum mechanical principles to classical and...

Science & Math Physics Energy, Climate & Sustainability

intermediate

MIT OCW

free

Management of Services: Concepts, Design, and Delivery

Prof. Charles H. Fine

15.768 Management of Services: Concepts, Design, and Delivery explores the use of operations tools and perspectives...

Business & Management Supply Chain Operations

advanced

MIT OCW

free

Engineering of Nuclear Systems

Prof. Jacopo Buongiorno

In this course, students explore the engineering design of nuclear power plants using the basic principles of...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Hands-On Astronomy: Observing Stars and Planets

James Elliot

This class introduces the student to the use of small telescopes, either for formal research or as a hobby. This...

Data Science, Analytics & Computer Technology Visualization Computer Science

intermediate

MIT OCW

free

Elements of Software Construction

Prof. Daniel Jackson

This course provides an introduction to the fundamental principles and techniques of software development that have...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Engineering Innovation and Design

Blade Kotelly

Learn to produce great designs, be a more effective engineer, and communicate with high emotional and intellectual...

Business & Management Systems Thinking Strategy & Innovation

intermediate

MIT OCW

free

Principles of Digital Communications I

Prof. Lizhong Zheng

The course serves as an introduction to the theory and practice behind many of today’s communications systems. 6.450...

Engineering Electrical Engineering

advanced

MIT OCW

free

Finite Element Analysis of Solids and Fluids II

Klaus-Jürgen Bathe

This course presents finite element theory and methods for general linear and nonlinear analyses. Reliable and...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Marine Hydrodynamics (13.021)

Prof. Dick K. P. Yue

In this course the fundamentals of fluid mechanics are developed in the context of naval architecture and ocean...

Engineering Ocean Engineering Mechanical Engineering

advanced

MIT OCW

free

Thermal Hydraulics in Power Technology

Prof. Jacopo Buongiorno

This course covers the thermo-fluid dynamic phenomena and analysis methods for conventional and nuclear power...

Science & Math Physics Energy, Climate & Sustainability

advanced

MIT OCW

free

Engineering Mechanics II

Prof. David Gonzalez-Rodriguez

This subject provides an introduction to fluid mechanics. Students are introduced to and become familiar with all...

Engineering Mechanical Engineering

intermediate

MIT OCW

free

Physical Metallurgy

Prof. Chris Schuh

The central point of this course is to provide a physical basis that links the structure of materials with their...

Engineering Materials Science and Engineering

advanced

MIT OCW

free

Synthesis of Polymers

Prof. Paula Hammond

Studies synthesis of polymeric materials, emphasizing interrelationships of chemical pathways, process conditions,...

Engineering Chemical Engineering Materials Science and Engineering

advanced

MIT OCW

free

Introduction to Civil and Environmental Engineering Design I

Prof. Heidi Nepf

In this sophomore design course, you will be challenged with three design tasks: a first concerning water...

Engineering Civil Engineering Environmental Engineering

intermediate

MIT OCW

free

Chemical and Biological Reaction Engineering

Prof. K. Dane Wittrup

This course applies the concepts of reaction rate, stoichiometry and equilibrium to the analysis of chemical and...

Science & Math Chemistry Engineering

intermediate

MIT OCW

free

Marine Power and Propulsion

Prof. David Burke

This course discusses the selection and evaluation of commercial and naval ship power and propulsion systems. It...

Science & Math Physics Energy, Climate & Sustainability

advanced

MIT OCW

free

Ambient Intelligence

Prof. Patricia Maes

This course will provide an overview of a new vision for Human-Computer Interaction (HCI) in which people are...

Art, Design & Architecture Media Studies Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Computing for Biomedical Scientists

Dr. Omolola Ogunyemi

This course introduces abstraction as an important mechanism for problem decomposition and solution formulation in...

Data Science, Analytics & Computer Technology Computer Science Engineering

advanced

MIT OCW

free

Structural Analysis and Control

Prof. Jerome Connor

This course uses computer-based methods for the analysis of large-scale structural systems. Topics covered include:...

Engineering Civil Engineering Systems Engineering

advanced

MIT OCW

free

IDS.333 Risk and Decision Analysis

Prof. Richard de Neufville

The course addresses a fundamental issue in system design and management, the need for engineering leaders to...

Business & Management Systems Thinking Engineering

advanced

MIT OCW

free

Civil Engineering Materials Laboratory

Dr. John Germaine

This course introduces the concepts, techniques, and devices used to measure engineering properties of materials....

Engineering Civil Engineering Materials Science and Engineering

intermediate

MIT OCW

free

Nuclear Power Plant Dynamics and Control

Dr. John A. Bernard

This short course provides an introduction to reactor dynamics including subcritical multiplication, critical...

Energy, Climate & Sustainability Energy Engineering

advanced

MIT OCW

free

Essential Numerical Methods

Prof. Ian H. Hutchinson

This half-semester course introduces computational methods for solving physical problems, especially in nuclear...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Introduction to Communication, Control, and Signal Processing

Prof. Alan V. Oppenheim

This course examines signals, systems and inference as unifying themes in communication, control and signal...

Engineering Electrical Engineering

intermediate

MIT OCW

free

Topics in Statistics: Statistical Learning Theory

Prof. Dmitry Panchenko

The main goal of this course is to study the generalization ability of a number of popular machine learning...

Data Science, Analytics & Computer Technology AI Algorithms and Data Structures

advanced

MIT OCW

free

Biomaterials-Tissue Interactions

Prof. Myron Spector

The goal of this course is to teach the principles of materials science, chemical and mechanical engineering, and...

Science & Math Biology Engineering

advanced

MIT OCW

free

Networks, Complexity and Its Applications

Prof. Cesar Hidalgo

Networks are a ubiquitous way to represent complex systems, including those in the social and economic sciences. The...

Art, Design & Architecture Media Studies Business & Management

advanced

MIT OCW

free

Organizing for Innovative Product Development

Heng Xu

This course introduces new product development. Topics include technology transfer, relations between science and...

Business & Management Organizations & Leadership Systems Thinking

advanced

MIT OCW

free

Language and Mind

Prof. Ted Gibson

This course will address some fundamental questions regarding human language: (1) how language is represented in our...

Social Sciences Psychology Science & Math

intermediate

MIT OCW

free

High Speed Communication Circuits

Prof. Hae-Seung Lee

6.776 covers circuit level design issues of high speed communication systems, with primary focus being placed on...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

advanced

MIT OCW

free

Media Literacy in the Age of Deepfakes

Prof. Joshua Glick

Media Literacy in the Age of Deepfakes aims to equip students with the critical skills to better understand the past...

Art, Design & Architecture Media Studies Data Science, Analytics & Computer Technology

beginner

MIT OCW

free

Project Evaluation: Essays and Case Studies

Carl D. Martland

This book, Project Evaluation: Essays and Case Studies, is based primarily upon materials prepared between 1997 and...

Art, Design & Architecture Real Estate Social Sciences

intermediate

MIT OCW

free

Semiconductor Optoelectronics: Theory and Design

Prof. Rajeev Ram

6.977 focuses on the physics of the interaction of photons with semiconductor materials. The band theory of solids...

Science & Math Physics Engineering

advanced

MIT OCW

free

Signal Processing: Continuous and Discrete

Prof. Derek Rowell

This course provides a solid theoretical foundation for the analysis and processing of experimental data, and...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Build a Small Radar System Capable of Sensing Range, Doppler, and Synthetic Aperture Radar Imaging

Gregory L. Charvat

Are you interested in building and testing your own imaging radar system? MIT Lincoln Laboratory offers this 3-week...

Engineering Electrical Engineering

intermediate

MIT OCW

free

Biomedical Information Technology

Prof. C. Forbes Dewey

This course teaches the design of contemporary information systems for biological and medical data. Examples are...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Introduction to Radar Systems

Robert M. O'Donnell

This set of 10 lectures (about 11+ hours in duration) was excerpted from a three-day course developed at MIT Lincoln...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Identification, Estimation, and Learning

Prof. Harry Asada

This course provides a broad theoretical basis for system identification, estimation, and learning. Students will...

Data Science, Analytics & Computer Technology AI Algorithms and Data Structures

advanced

MIT OCW

free

Do-It-Yourself (DIY) Geiger Counters

Prof. Michael Short

This experimental one-week course is a freshman-accessible hands-on introduction to Nuclear Science and Engineering...

Science & Math Physics Energy, Climate & Sustainability

intermediate

MIT OCW

free

Affective Computing

Prof. Rosalind W. Picard

This course instructs students on how to develop technologies that help people measure and communicate emotion, that...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Mechanical Engineering Tools

Prof. David Wallace

This course introduces the fundamentals of machine tool and computer tool use. Students work with a variety of...

Engineering Mechanical Engineering

intermediate

MIT OCW

free

Planning, Communications, and Digital Media

Prof. Lorlene Hoyt

This course focuses on methods of digital visualization and communication and their application to planning issues....

Data Science, Analytics & Computer Technology Visualization Computer Science

advanced

MIT OCW

free

Aerodynamics of Viscous Fluids

Prof. Mark Drela

The major focus of 16.13 is on boundary layers, and boundary layer theory subject to various flow assumptions, such...

Engineering Aerospace Engineering Mechanical Engineering

advanced

MIT OCW

free

Intermediate Macroeconomic Theory

Prof. George-Marios Angeletos

This course is a survey of modern macroeconomics at a quite advanced level. Topics include the neoclassical growth...

Business & Management Systems Thinking Social Sciences

intermediate

MIT OCW

free

Principles of the Global Positioning System

Prof. Thomas Herring

The aim of this course is to introduce the principles of the Global Positioning System and to demonstrate its...

Social Sciences Geography Science & Math

advanced

MIT OCW

free

Neurotechnology in Action

Prof. Alan Jasanoff

This course, as a part of MIT’s Center for Neurobiological Engineering curriculum, explores cutting-edge...

Science & Math Cognitive Science Engineering

advanced

MIT OCW

free

System Dynamics II

Prof. John Sterman

Continuation of 15.871, emphasizing tools and methods needed to apply systems thinking and simulation modeling...

Business & Management Organizations & Leadership Operations

advanced

MIT OCW

free

Ship Structural Analysis & Design (13.122)

Prof. David Burke

This course is intended for first year graduate students and advanced undergraduates with an interest in design of...

Engineering Aerospace Engineering Civil Engineering

advanced

MIT OCW

free

Systems Engineering

Prof. Daniel Frey

Systems engineering is an interdisciplinary approach and means to enable the realization of successful systems. It...

Engineering Systems Engineering

advanced

MIT OCW

free

Synthetic Organic Chemistry II

Prof. Rick Danheiser

This course focuses on general methods and strategies for the synthesis of complex organic molecules. Emphasis is on...

Science & Math Biology Chemistry

advanced

MIT OCW

free

Structure of Materials

Prof. Silvija Gradecak

Structure—or the arrangement of materials’ internal components—determines virtually everything about a material: its...

Engineering Materials Science and Engineering

intermediate

MIT OCW

free

The Society of Mind

Prof. Marvin Minsky

This course is an introduction to the theory that tries to explain how minds are made from collections of simpler...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Topics in Biophysics and Physical Biology

Prof. Mark Bathe

This course provides broad exposure to research in biophysics and physical biology, with emphasis on the critical...

Science & Math Biology Engineering

advanced

MIT OCW

free

Principles of Computer Systems

Prof. Butler Lampson

6.826 provides an introduction to the basic principles of computer systems, with emphasis on the use of rigorous...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

advanced

MIT OCW

free

Quantifying Uncertainty

Dr. Sai Ravela

The ability to quantify the uncertainty in our models of nature is fundamental to many inference problems in Science...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Geometric Folding Algorithms: Linkages, Origami, Polyhedra

Prof. Erik Demaine

This course focuses on the algorithms for analyzing and designing geometric foldings. Topics include reconfiguration...

Art, Design & Architecture Visual Arts Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Combinatorial Optimization

Prof. Santosh Vempala

Combinatorial Optimization provides a thorough treatment of linear programming and combinatorial optimization....

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

An Introduction to Intelligent Transportation Systems

Prof. Joseph Sussman

Intelligent Transportation Systems (ITS) represent a major transition in transportation on many dimensions. This...

Social Sciences Urban Studies Engineering

advanced

MIT OCW

free

Integrated Chemical Engineering I

Dr. Barry S. Johnston

This course uses reaction kinetics, batch reactor analysis, batch distillation, batch operations scheduling, safety...

Science & Math Chemistry Engineering

intermediate

MIT OCW

free

Space System Architecture and Design

Prof. Daniel Hastings

Space System Architecture and Design incorporates lectures, readings and discussion on topics in the architecting of...

Business & Management Systems Thinking Engineering

advanced

MIT OCW

free

Hydrodynamics (13.012)

Prof. Alexandra Techet

This course covers the development of the fundamental equations of fluid mechanics and their simplifications for...

Engineering Ocean Engineering Mechanical Engineering

intermediate

MIT OCW

free

Randomized Algorithms

Prof. David R. Karger

This course examines how randomization can be used to make algorithms simpler and more efficient via random...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Principles of Digital Communication II

Prof. David Forney

This course is the second of a two-term sequence with 6.450. The focus is on coding techniques for approaching the...

Engineering Electrical Engineering

advanced

MIT OCW

free

Knowledge-Based Applications Systems

Prof. Randall Davis

This course covers the development of programs containing a significant amount of knowledge about their application...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Game Theory with Engineering Applications

Prof. Asuman Ozdaglar

This course is an introduction to the fundamentals of game theory and mechanism design. Motivations are drawn from...

Social Sciences Economics Engineering

advanced

MIT OCW

free

Cellular Solids: Structure, Properties and Applications

Lorna Gibson

This course reviews the processing and structure of cellular materials as they are created from polymers, metals,...

Engineering Biological Engineering Materials Science and Engineering

intermediate

MIT OCW

free

Information and Entropy

Prof. Paul Penfield

This course explores the ultimate limits to communication and computation, with an emphasis on the physical nature...

Data Science, Analytics & Computer Technology Computer Science Science & Math

intermediate

MIT OCW

free

Dynamics of Nonlinear Systems

Prof. Alexandre Megretski

This course provides an introduction to nonlinear deterministic dynamical systems. Topics covered include:...

Data Science, Analytics & Computer Technology Computer Science Engineering

advanced

MIT OCW

free

Process Dynamics, Operations, and Control

Dr. Barry S. Johnston

This course introduces dynamic processes and the engineering tasks of process operations and control. Subject covers...

Engineering Chemical Engineering Mechanical Engineering

intermediate

MIT OCW

free

Systems Microbiology

Prof. David Schauer

This course covers introductory microbiology from a systems perspective, considering microbial diversity, population...

Science & Math Biology Engineering

intermediate

MIT OCW

free

Musculoskeletal Pathophysiology

Dr. Dwight R. Robinson

This course covers the growth, development and structure of normal bone and joints, the biomechanics of bone...

Engineering Biological Engineering Health & Medicine

advanced

MIT OCW

free

Lego Robotics

James Rising

LEGO® robotics uses LEGO®s as a fun tool to explore robotics, mechanical systems, electronics, and programming. This...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

intermediate

MIT OCW

free

Compound Semiconductor Devices

Prof. Clifton Fonstad

This course outlines the physics, modeling, application, and technology of compound semiconductors (primarily...

Science & Math Physics Engineering

advanced

MIT OCW

free

Computational Cognitive Science

Prof. Joshua Tenenbaum

This course is an introduction to computational theories of human cognition. Drawing on formal models from classic...

Science & Math Cognitive Science Engineering

intermediate

MIT OCW

free

Special Topics: New Textiles

Prof. Leah Buechley

This project-based course will explore the future of textiles, focusing particularly on blending rich crafting...

Art, Design & Architecture Visual Arts Media Studies

advanced

MIT OCW

free

Pattern Recognition for Machine Vision

Dr. Bernd Heisele

The applications of pattern recognition techniques to problems of machine vision is the main focus for this course....

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Mathematical Methods for Engineers II

Prof. Gilbert Strang

This graduate-level course is a continuation of Mathematical Methods for Engineers I (18.085). Topics include...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Logic II

Prof. Vann McGee

This course begins with an introduction to the theory of computability, then proceeds to a detailed study of its...

Data Science, Analytics & Computer Technology Computer Science Science & Math

intermediate

MIT OCW

free

Hydrofoils and Propellers

Prof. Paul D. Sclavounos

This course develops the theory and design of hydrofoil sections, including lifting and thickness problems for...

Engineering Aerospace Engineering Ocean Engineering

advanced

MIT OCW

free

Holographic Imaging

Prof. Michael Halle

MAS.450 is a laboratory course about holography and holographic imaging. This course teaches holography from a...

Art, Design & Architecture Media Studies Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Dynamics and Control I

Prof. Nicholas Hadjiconstantinou

Introduction to the dynamics and vibrations of lumped-parameter models of mechanical systems. Kinematics....

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Essential Coding Theory

Prof. Madhu Sudan

This course introduces the theory of error-correcting codes to computer scientists. This theory, dating back to the...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Organic & Biomaterials Chemistry

Prof. Krystyn van Vliet

This course covers principles of materials chemistry common to organic materials ranging from biological...

Science & Math Chemistry Engineering

intermediate

MIT OCW

free

Analytical Subsonic Aerodynamics

Prof. Wesley Harris

This subject is designed to inform students on the analytical foundations of inviscid subsonic aerodynamics. A...

Engineering Aerospace Engineering

advanced

MIT OCW

free

Topics in Fluid Dynamics

Dr. James F. Price

This resource presents a collection of essays developed from the author’s experience teaching the course 12.800...

Science & Math Earth Science Physics

advanced

MIT OCW

free

Human Supervisory Control of Automated Systems

Prof. John Hansman

Human Supervisory Control of Automated Systems discusses elements of the interactions between humans and...

Data Science, Analytics & Computer Technology User Experience Computer Science

advanced

MIT OCW

free

Transportation Systems

Prof. Joseph Sussman

Approaching transportation as a complex, large-scale, integrated, open system (CLIOS), this course strives to be an...

Social Sciences Urban Studies Engineering

advanced

MIT OCW

free

Autonomous Robot Design Competition

No Faculty

6.270 is a hands-on, learn-by-doing class, in which participants design and build a robot that will play in a...

Data Science, Analytics & Computer Technology AI Software Design and Engineering

intermediate

MIT OCW

free

Quantum Information Science II

Prof. Isaac Chuang

This three-module sequence of courses covers advanced topics in quantum computation and quantum information,...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Networks and Security

advanced

MIT OCW

free

Robust System Design

Prof. Daniel Frey

This course was created for the “product development” track of MIT’s System Design and Management Program (SDM) in...

Business & Management Systems Thinking Science & Math

advanced

MIT OCW

free

System Optimization and Analysis for Manufacturing

Prof. Stephen Graves

One objective of 15.066J is to introduce modeling, optimization and simulation, as it applies to the study and...

Business & Management Operations Systems Thinking

advanced

MIT OCW

free

Foundations of Algorithms and Computational Techniques in Systems Biology

Prof. Bruce Tidor

This subject describes and illustrates computational approaches to solving problems in systems biology. A series of...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Systems Perspectives on Industrial Ecology

Dr. Frank Field

This course examines quantitative techniques for life cycle analysis of the impacts of materials extraction,...

Social Sciences Economics Science & Math

advanced

MIT OCW

free

Polymer Science Laboratory

Mr. Harlan Breindel

Experiments in this class are broadly aimed at acquainting students with the range of properties of polymers,...

Science & Math Chemistry Engineering

intermediate

MIT OCW

free

Intermediate Heat and Mass Transfer

Prof. Bora Mikic

2.51 is a 12-unit subject, serving as the Mechanical Engineering Department’s advanced undergraduate course in heat...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Electronic and Mechanical Properties of Materials

Prof. Eugene Fitzgerald

This course covers the fundamental concepts that determine the electrical, optical, magnetic and mechanical...

Science & Math Physics Engineering

advanced

MIT OCW

free

Numerical Methods for Partial Differential Equations

Dr. Benjamin Seibold

This graduate-level course is an advanced introduction to applications and theory of numerical methods for solution...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Collaborative Design and Creative Expression with Arduino Microcontrollers

Kyle Keane

This is a 9-day hands-on workshop about collaboration, design, and electronics prototyping. No previous experience...

Data Science, Analytics & Computer Technology Computer Science Engineering

beginner

MIT OCW

free

Transport Processes

Prof. Clark Colton

Principles of heat and mass transfer. Steady and transient conduction and diffusion. Radiative heat transfer....

Science & Math Physics Engineering

intermediate

MIT OCW

free

Spatial Database Management and Advanced Geographic Information Systems

Prof. Joseph Ferreira

This semester long subject (11.521) is divided into two halves. The first half focuses on learning spatial database...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Advanced Complexity Theory

Prof. Dana Moshkovitz

This graduate-level course focuses on current research topics in computational complexity theory. Topics include:...

Data Science, Analytics & Computer Technology Computer Science Science & Math

advanced

MIT OCW

free

Atomistic Computer Modeling of Materials (SMA 5107)

Prof. Gerbrand Ceder

This course uses the theory and application of atomistic computer simulations to model, understand, and predict the...

Science & Math Physics Engineering

advanced

MIT OCW

free

Separation Processes

Dr. William Dalzell

This course covers the general principles of separation by equilibrium and rate processes. Topics include staged...

Science & Math Chemistry Engineering

intermediate

MIT OCW

free

Sensor Technologies for Interactive Environments

Prof. Joseph Paradiso

This course is a broad introduction to a host of sensor technologies, illustrated by applications drawn from...

Engineering Electrical Engineering

advanced

MIT OCW

free

Information Technology I

Prof. Chrysanthos Dellarocas

Information Technology I helps students understand technical concepts underlying current and future developments in...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Statistical Learning Theory and Applications

Dr. Ryan Rifkin

Focuses on the problem of supervised learning from the perspective of modern statistical learning theory starting...

Data Science, Analytics & Computer Technology AI Algorithms and Data Structures

advanced

MIT OCW

free

Dynamic Optimization Methods with Applications

Prof. Guido Lorenzoni

This course focuses on dynamic optimization methods, both in discrete and in continuous time. We approach these...

Business & Management Systems Thinking Social Sciences

advanced

MIT OCW

free

Laboratory Fundamentals in Biological Engineering

Prof. Drew Endy

This course introduces experimental biochemical and molecular techniques from a quantitative engineering...

Science & Math Biology Engineering

intermediate

MIT OCW

free

Tools for Analysis: Design for Real Estate and Infrastructure Development

Prof. Richard de Neufville

This course is an introduction to the analytical tools that support design and decision-making in real estate and...

Art, Design & Architecture Real Estate Business & Management

advanced

MIT OCW

free

Water Diplomacy

Dr. Animesh Gain

This course, which examines ways of resolving conflicts over the allocation of water resources, is...

Social Sciences Political Science International Development

advanced

MIT OCW

free

Quantum Complexity Theory

Prof. Scott Aaronson

This course is an introduction to quantum computational complexity theory, the study of the fundamental capabilities...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

System Identification

Prof. Munther Dahleh

This course is offered to graduates and includes topics such as mathematical models of systems from observations of...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Modeling Dynamics and Control I

Prof. David Trumper

This course is the first of a two term sequence in modeling, analysis and control of dynamic systems. The various...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Physics of Microfabrication: Front End Processing

Prof. Judy Hoyt

This course is offered to graduates and focuses on understanding the fundamental principles of the “front-end”...

Science & Math Physics Engineering

advanced

MIT OCW

free

Nonlinear Dynamics and Waves

Prof. Triantaphyllos Akylas

This graduate-level course provides a unified treatment of nonlinear oscillations and wave phenomena with...

Science & Math Physics Engineering

advanced

MIT OCW

free

Theory of Parallel Hardware (SMA 5511)

Dr. Bradley Kuszmaul

6.896 covers mathematical foundations of parallel hardware, from computer arithmetic to physical design,...

Data Science, Analytics & Computer Technology Software Design and Engineering Algorithms and Data Structures

advanced

MIT OCW

free

Fluid Dynamics of the Atmosphere and Ocean

Prof. James Hansen

This class introduces fluid dynamics to first year graduate students. The aim is to help students acquire an...

Science & Math Earth Science Engineering

advanced

MIT OCW

free

Experimental Projects I

Earll Murman

The Experimental Project Lab in the Department of Aeronautics and Astronautics is a two-semester course sequence:...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Foundations of Information Policy

Prof. Daniel Weitzner

In this class, we will consider the interaction between law, policy, and technology as they relate to the evolving...

Data Science, Analytics & Computer Technology Computer Science Social Sciences

intermediate

MIT OCW

free

Introduction to Ocean Science and Engineering

Prof. Alexandra Techet

This course is an introduction to the fundamental aspects of science and engineering necessary for exploring,...

Science & Math Earth Science Engineering

intermediate

MIT OCW

free

Introduction to Nanoelectronics

Prof. Marc Baldo

Traditionally, progress in electronics has been driven by miniaturization. But as electronic devices approach the...

Data Science, Analytics & Computer Technology Science & Math Chemistry

intermediate

MIT OCW

free

Complex Digital Systems

Chris Terman

This course is offered to graduates and is a project-oriented course to teach new methodologies for designing...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

advanced

MIT OCW

free

Sailing Yacht Design (13.734)

Prof. Jerome Milgram

This subject teaches students, having an initial interest in sailing design, how to design good yachts. Topics...

Engineering Ocean Engineering Mechanical Engineering

advanced

MIT OCW

free

Welding and Joining Processes

Prof. Thomas Eagar

Discusses a wide variety of processes and materials from the viewpoint of their fundamental physical and chemical...

Science & Math Chemistry Physics

advanced

MIT OCW

free

Engineering Systems Analysis for Design

Prof. Richard de Neufville

Engineering systems design must have the flexibility to take advantage of new opportunities while avoiding...

Business & Management Systems Thinking Engineering

advanced

MIT OCW

free

Principles and Practice of Assistive Technology

William Li

6.811: Principles and Practice of Assistive Technology (PPAT) is an interdisciplinary, project-based course,...

Data Science, Analytics & Computer Technology User Experience Computer Science

intermediate

MIT OCW

free

Modern Optics Project Laboratory

Prof. Cardinal Warde

6.161 offers an introduction to laboratory optics, optical principles, and optical devices and systems. This course...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Program Analysis

Prof. Michael Ernst

6.883 is a graduate seminar that investigates a variety of program analysis techniques that address software...

Data Science, Analytics & Computer Technology Software Design and Engineering Algorithms and Data Structures

advanced

MIT OCW

free

Parallel Programming for Multicore Machines Using OpenMP and MPI

Dr. Constantinos Evangelinos

This course introduces fundamentals of shared and distributed memory programming, teaches you how to code using...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

advanced

MIT OCW

free

Discrete-Time Signal Processing

Prof. Alan V. Oppenheim

This class addresses the representation, analysis, and design of discrete time signals and systems. The major...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Wave Propagation

Prof. Triantaphyllos Akylas

This course discusses theoretical concepts and analysis of wave problems in science and engineering. Examples are...

Science & Math Earth Science Physics

advanced

MIT OCW

free

Natural Language and the Computer Representation of Knowledge

Prof. Robert Berwick

6.863 is a laboratory-oriented course on the theory and practice of building computer systems for human language...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Special Problems in Architectural Design

Prof. Alexandros Tsamis

This class focuses on representation tools used by architects during the design process and attempts to discuss the...

Art, Design & Architecture Architecture Media Studies

advanced

MIT OCW

free

Plates and Shells

Prof. Tomasz Wierzbicki

This course explores the following topics: derivation of elastic and plastic stress-strain relations for plate and...

Engineering Aerospace Engineering Ocean Engineering

advanced

MIT OCW

free

Project Evaluation

Prof. Joseph Sussman

1.011 Project Evaluation covers methodologies for evaluating civil engineering projects, which typically are...

Social Sciences Economics Engineering

intermediate

MIT OCW

free

Electromagnetic Field Theory: A Problem Solving Approach

Markus Zahn

This text is an introductory treatment on the junior level for a two-semester electrical engineering course starting...

Science & Math Physics Mathematics

intermediate

MIT OCW

free

Cell-Matrix Mechanics

Prof. Myron Spector

This course teaches the effects of mechanical forces (strains) on cells and how cells generate mechanical forces by...

Science & Math Biology Engineering

advanced

MIT OCW

free

Multivariable Control Systems

Prof. Alexandre Megretski

This course uses computer-aided design methodologies for synthesis of multivariable feedback control systems. Topics...

Data Science, Analytics & Computer Technology Computer Science Engineering

advanced

MIT OCW

free

Molecular Aspects of Chemical Engineering

Prof. Paula Hammond

This class covers molecular-level engineering and analysis of chemical processes. The use of chemical bonding,...

Science & Math Chemistry Engineering

advanced

MIT OCW

free

Statistical Physics in Biology

Prof. Mehran Kardar

Statistical Physics in Biology is a survey of problems at the interface of statistical physics and modern biology....

Science & Math Biology Physics

advanced

MIT OCW

free

Quantitative Physiology: Organ Transport Systems

Prof. Jose Venegas

This course elaborates on the application of the principles of energy and mass flow to major human organ systems. It...

Science & Math Biology Engineering

intermediate

MIT OCW

free

Systems, Modeling, and Control II

Prof. Franz Hover

Upon successful completion of this course, students will be able to: Create lumped parameter models (expressed as...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Music and Technology: Live Electronics Performance Practices

Prof. Christopher Ariza

This course is a creative, hands-on exploration of contemporary and historical approaches to live electronics...

Art, Design & Architecture Data Science, Analytics & Computer Technology User Experience

intermediate

MIT OCW

free

Chemicals in the Environment: Toxicology and Public Health (BE.104J)

Prof. James Sherley

This course addresses the challenges of defining a relationship between exposure to environmental chemicals and...

Science & Math Earth Science Engineering

intermediate

MIT OCW

free

Nonlinear Programming

Prof. Robert Freund

This course introduces students to the fundamentals of nonlinear optimization theory and methods. Topics include...

Business & Management Systems Thinking Science & Math

advanced

MIT OCW

free

Magnetic Materials

Dr. Robert O’Handley

This course will cover the following topics: Magnetostatics Origin of magnetism in materials Magnetic domains...

Science & Math Physics Engineering

advanced

MIT OCW

free

Industrial Design Intelligence: A Cognitive Approach to Engineering

Prof. Ted Selker

This class investigates cognitive science and technology as it is applied to the industrial design process. The...

Science & Math Cognitive Science Engineering

advanced

MIT OCW

free

Computer Language Engineering (SMA 5502)

Prof. Martin Rinard

6.035 is a course within the department’s “Computer Systems and Architecture” concentration. This course analyzes...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Java Preparation for 6.170

Corey McCaffrey

This course focuses on introducing the language, libraries, tools and concepts of Javaᵀᴹ. The course is specifically...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Multidisciplinary System Design Optimization

Prof. Olivier de Weck

There is need for a rigorous, quantitative multidisciplinary design methodology that works with the non-quantitative...

Business & Management Systems Thinking Engineering

advanced

MIT OCW

free

Materials for Biomedical Applications

Prof. Anne Mayes

This class provides an introduction to the interactions between cells and the surfaces of biomaterials. The course...

Engineering Biological Engineering Materials Science and Engineering

intermediate

MIT OCW

free

Receivers, Antennas, and Signals

Prof. David Staelin

This course explores the detection and measurement of radio and optical signals encountered in communications,...

Engineering Electrical Engineering

advanced

MIT OCW

free

Introduction to Biological Engineering Design

Dr. Natalie Kuldell

This class is a project-based introduction to the engineering of synthetic biological systems. Throughout the term,...

Engineering Biological Engineering

intermediate

MIT OCW

free

The History of Computing

Dr. Slava Gerovitch

This course focuses on one particular aspect of the history of computing: the use of the computer as a scientific...

Data Science, Analytics & Computer Technology Computer Science Engineering

intermediate

MIT OCW

free

Computational Models of Discourse

Prof. Regina Barzilay

This course is a graduate level introduction to automatic discourse processing. The emphasis will be on methods and...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Soil Behavior

Prof. Charles Ladd

This class presents a detailed study of soil properties with emphasis on interpretation of field and laboratory test...

Science & Math Earth Science Engineering

advanced

MIT OCW

free

Applied Nuclear Physics

Prof. Sidney Yip

This course explores elements of nuclear physics for engineering students. It covers basic properties of the nucleus...

Science & Math Physics Engineering

advanced

MIT OCW

free

Aquatic Chemistry

Dr. Jeff Seewald

This course details the quantitative treatment of chemical processes in aquatic systems such as lakes, oceans,...

Science & Math Chemistry Engineering

advanced

MIT OCW

free

Exploring Sea, Space, & Earth: Fundamentals of Engineering Design

Prof. Alexandra Techet

Student teams formulate and complete space/earth/ocean exploration-based design projects with weekly milestones....

Business & Management Systems Thinking Engineering

intermediate

MIT OCW

free

Programming for the Puzzled

Prof. Srini Devadas

This class builds a bridge between the recreational world of algorithmic puzzles (puzzles that can be solved by...

Data Science, Analytics & Computer Technology Programming & Coding Algorithms and Data Structures

intermediate

MIT OCW

free

Quantum Optical Communication

Prof. Jeffrey Shapiro

6.453 Quantum Optical Communication is one of a collection of MIT classes that deals with aspects of an emerging...

Science & Math Physics Engineering

advanced

MIT OCW

free

Architectural Construction and Computation

Prof. Joel Turkel

This class investigates the use of computers in architectural design and construction. It begins with a pre-prepared...

Art, Design & Architecture Architecture Engineering

intermediate

MIT OCW

free

Masters of Engineering Concepts of Engineering Practice

Dr. Eric Adams

This course is a core requirement for the Masters in Engineering program, designed to teach students about the roles...

Engineering Civil Engineering

advanced

MIT OCW

free

Introduction to Engineering Systems

Prof. Joseph Sussman

Students in ESD.00 work on projects to address large, complex and seemingly intractable real-world problems, such as...

Engineering Systems Engineering

intermediate

MIT OCW

free

Exploring Fairness in Machine Learning for International Development

Dr. Richard Fletcher

In an effort to build the capacity of the students and faculty on the topics of bias and fairness in machine...

Data Science, Analytics & Computer Technology AI Machine Learning

beginner

MIT OCW

free

Common Sense Reasoning for Interactive Applications

Prof. Henry Lieberman

This course will explore the state of the art in common sense knowledge, and class projects will design and build...

Art, Design & Architecture Media Studies Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Physical Chemistry II

Prof. Robert Field

This course covers elementary statistical mechanics, transport properties, kinetic theory, solid state, reaction...

Science & Math Chemistry Physics

intermediate

MIT OCW

free

Analysis of Biomolecular and Cellular Systems

Prof. Ernest Fraenkel

This course focuses on computational and experimental analysis of biological systems across a hierarchy of scales,...

Science & Math Biology Engineering

intermediate

MIT OCW

free

Advanced Fluid Dynamics of the Environment

Prof. Chiang Mei

Designed to familiarize students with theories and analytical tools useful for studying research literature, this...

Engineering Environmental Engineering Ocean Engineering

advanced

MIT OCW

free

Algorithm Engineering

Prof. Charles Leiserson

This is a research-oriented course on algorithm engineering, which will cover both the theory and practice of...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Planning for Sustainable Development

Prof. David Laws

This course explores policy and planning for sustainable development. It critically examines concept of...

Social Sciences Urban Studies Science & Math

advanced

MIT OCW

free

Organic Optoelectronics

Prof. Vladimir Bulovic

The course examines optical and electronic processes in organic molecules and polymers that govern the behavior of...

Engineering Biological Engineering Electrical Engineering

advanced

MIT OCW

free

Practical Electronics

Dr. James Bales

You can build a wide range of practical electronic devices if you understand a few basic electronics concepts and...

Engineering Electrical Engineering

intermediate

MIT OCW

free

Music and Technology: Algorithmic and Generative Music

Prof. Christopher Ariza

This course examines the history, techniques, and aesthetics of mechanical and computer-aided approaches to...

Art, Design & Architecture Media Studies Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Speech Communication

Prof. Kenneth Stevens

6.541J surveys the structural properties of natural languages, with special emphasis on the sound pattern. Topics...

Engineering Electrical Engineering Humanities

advanced

MIT OCW

free

Out of Context: A Course on Computer Systems That Adapt To, and Learn From, Context

Prof. Henry Lieberman

Increasingly, we are realizing that to make computer systems more intelligent and responsive to users, we will have...

Data Science, Analytics & Computer Technology AI Machine Learning

advanced

MIT OCW

free

Engineering Ethics

Dr. Taft Broome

This course introduces the theory and the practice of engineering ethics using a multi-disciplinary and...

Business & Management Organizations & Leadership Engineering

advanced

MIT OCW

free

Thermodynamics and Kinetics of Materials

Prof. Samuel Allen

This course explores materials and materials processes from the perspective of thermodynamics and kinetics. The...

Science & Math Chemistry Physics

advanced

MIT OCW

free

Optical Signals, Devices, and Systems

Prof. Cardinal Warde

6.637 covers the fundamentals of optical signals and modern optical devices and systems from a practical point of...

Science & Math Physics Engineering

advanced

MIT OCW

free

Molecular, Cellular, and Tissue Biomechanics

Prof. Roger Kamm

This course develops and applies scaling laws and the methods of continuum and statistical mechanics to...

Science & Math Biology Engineering

intermediate

MIT OCW

free

Electrical, Optical & Magnetic Materials and Devices

Prof. Caroline Ross

This course explores the relationships which exist between the performance of electrical, optical, and magnetic...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Mechanical Assembly and Its Role in Product Development

Dr. Daniel E. Whitney

The course presents a systematic approach to design and assembly of mechanical assemblies, which should be of...

Business & Management Operations Engineering

advanced

MIT OCW

free

High Speed Communication Circuits and Systems

Prof. Michael Perrott

6.976 covers circuit and system level design issues of high speed communication systems, with primary focus being...

Data Science, Analytics & Computer Technology Software Design and Engineering Networks and Security

advanced

MIT OCW

free

The Environment of the Earth's Surface

Prof. John Southard

A great variety of processes affect the surface of the Earth. Topics to be covered are production and movement of...

Science & Math Earth Science Engineering

intermediate

MIT OCW

free

Daylighting

Prof. Christoph Reinhart

This course explores natural and electric lighting that integrates occupant comfort, energy efficiency and daylight...

Art, Design & Architecture Architecture Energy, Climate & Sustainability

advanced

MIT OCW

free

Tropical Meteorology

Prof. Kerry Emanuel

This course describes the large-scale circulation systems of the tropical atmosphere and analyses the dynamics of...

Science & Math Earth Science Physics

advanced

MIT OCW

free

Special Topics in Mathematics with Applications: Linear Algebra and the Calculus of Variations

Prof. Rohan Abeyaratne

This course forms an introduction to a selection of mathematical topics that are not covered in traditional...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Molecular Principles of Biomaterials

Prof. Darrell Irvine

This course covers the analysis and design at a molecular scale of materials used in contact with biological...

Science & Math Biology Engineering

advanced

MIT OCW

free

Innovation Systems for Science, Technology, Energy, Manufacturing, and Health

William Bonvillian

This course focuses on science and technology policy—it will examine the science and technology innovation system,...

Social Sciences Economics Engineering

intermediate

MIT OCW

free

Separation Processes for Biochemical Products

Prof. Charles Cooney

This course serves as an introduction to the fundamental principles of separation operations for the recovery of...

Science & Math Biology Chemistry

intermediate

MIT OCW

free

Structural Mechanics in Nuclear Power Technology

Prof. Mujid S. Kazimi

This course deals with structural components in nuclear power plant systems, their functional purposes, operating...

Energy, Climate & Sustainability Energy Engineering

advanced

MIT OCW

free

Topics in Computational and Systems Biology

Prof. Christopher Burge

This is a seminar based on research literature. Papers covered are selected to illustrate important problems and...

Science & Math Biology Engineering

advanced

MIT OCW

free

Introduction to Organic Synthesis Laboratory

Prof. Rick Danheiser

This course, which spans a third of a semester, provides students with experience using techniques employed in...

Science & Math Chemistry Engineering

intermediate

MIT OCW

free

Electronic, Optical and Magnetic Properties of Materials

Prof. Polina Anikeeva

This course describes how electronic, optical and magnetic properties of materials originate from their electronic...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler

Prof. Gilbert Strang

Learn Differential Equations: Up Close with _Gilbert Strang and_ Cleve Moler is an in-depth series of videos about...

Data Science, Analytics & Computer Technology Programming & Coding Computer Science

intermediate

MIT OCW

free

Direct Solar/Thermal to Electrical Energy Conversion Technologies

Prof. Gang Chen

This course introduces principles and technologies for converting heat into electricity via solid-state devices. The...

Science & Math Physics Engineering

advanced

MIT OCW

free

Airline Schedule Planning

Prof. Cynthia Barnhart

Explores a variety of models and optimization techniques for the solution of airline schedule planning and...

Business & Management Systems Thinking Social Sciences

advanced

MIT OCW

free

Materials in Nuclear Engineering

Prof. Michael Short

In this course, we will lay the foundation for understanding how materials behave in nuclear systems. In particular,...

Engineering Materials Science and Engineering Nuclear Engineering

advanced

MIT OCW

free

Ocean Wave Interaction with Ships and Offshore Energy Systems (13.022)

Prof. Paul D. Sclavounos

The subject introduces the principles of ocean surface waves and their interactions with ships, offshore platforms...

Energy, Climate & Sustainability Energy Engineering

advanced

MIT OCW

free

Form-Finding and Structural Optimization: Gaudi Workshop

Prof. Erik Demaine

Inspired by the work of the architect Antoni Gaudi, this research workshop will explore three-dimensional problems...

Art, Design & Architecture Architecture Business & Management

advanced

MIT OCW

free

Communication System Design

Prof. Vladimir Stojanovic

This course presents a top-down approach to communications system design. The course will cover communication...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Uncertainty in Engineering

Prof. Daniele Veneziano

This course gives an introduction to probability and statistics, with emphasis on engineering applications. Course...

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Ecology II: Engineering for Sustainability

Prof. Dennis McLaughlin

This course provides a review of physical, chemical, ecological, and economic principles used to examine...

Science & Math Biology Earth Science

intermediate

MIT OCW

free

Introduction to Numerical Simulation (SMA 5211)

Prof. Jacob White

6.336J is an introduction to computational techniques for the simulation of a large variety of engineering and...

Engineering Systems Engineering

advanced

MIT OCW

free

Computer Language Engineering

Prof. Saman Amarasinghe

This course analyzes issues associated with the implementation of higher-level programming languages. Topics covered...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Algorithms for Computer Animation

Prof. Jovan Popovic

Animation is a compelling and effective form of expression; it engages viewers and makes difficult concepts easier...

Data Science, Analytics & Computer Technology Programming & Coding Algorithms and Data Structures

advanced

MIT OCW

free

Mathematical Methods in Nanophotonics

Prof. Steven G. Johnson

Find out what solid-state physics has brought to Electromagnetism in the last 20 years. This course surveys the...

Science & Math Physics Mathematics

advanced

MIT OCW

free

Career Options for Biomedical Research

Prof. Bruce Rosen

This course has been designed as a seminar to give students an understanding of how scientists with medical or...

Engineering Nuclear Engineering Health & Medicine

intermediate

MIT OCW

free

Design and Fabrication of Microelectromechanical Devices

Prof. Carol Livermore

6.777J / 2.372J is an introduction to microsystem design. Topics covered include: material properties,...

Science & Math Physics Engineering

advanced

MIT OCW

free

Functional Magnetic Resonance Imaging: Data Acquisition and Analysis

Dr. Randy Gollub

This team-taught multidisciplinary course provides information relevant to the conduct and interpretation of human...

Engineering Electrical Engineering Health & Medicine

advanced

MIT OCW

free

Integrating the Lean Enterprise

Prof. Deborah Nightingale

This class addresses some of the important issues involved with the planning, development, and implementation of...

Business & Management Supply Chain Operations

advanced

MIT OCW

free

Biomedical Computing

Prof. Peter Szolovits

Analyzes computational needs of clinical medicine reviews systems and approaches that have been used to support...

Business & Management Digital Business & IT Engineering

advanced

MIT OCW

free

Random Walks and Diffusion

Prof. Martin Bazant

This graduate-level subject explores various mathematical aspects of (discrete) random walks and (continuum)...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Wheelchair Design in Developing Countries

Mr. Amos G. Winter

According to the United States Agency for International Development, 20 million people in developing countries...

Social Sciences International Development Engineering

intermediate

MIT OCW

free

Advanced Structural Dynamics and Acoustics (13.811)

Dr. David Battle

This course begins with the foundations of 3D elasticity, fluid and elastic wave equations, elastic and plastic...

Science & Math Physics Engineering

advanced

MIT OCW

free

Computational Design I: Theory and Applications

Prof. Terry Knight

This class introduces design as a computational enterprise in which rules are developed to compose and describe...

Art, Design & Architecture Architecture Engineering

intermediate

MIT OCW

free

LL EduCATE: Introduction to Engineering Concepts

Juliana Furgala

Welcome to “Introduction to Engineering Concepts," a lesson that will introduce you to several STEM fields and help...

Engineering

beginner

MIT OCW

free

Frameworks and Models in Engineering Systems / Engineering System Design

Prof. Joseph Sussman

This class provides an introduction to quantitative models and qualitative frameworks for studying complex...

Business & Management Systems Thinking Energy, Climate & Sustainability

intermediate

MIT OCW

free

Teaching College-Level Science and Engineering

Dr. Janet Rankin

This participatory seminar focuses on the knowledge and skills necessary for teaching science and engineering in...

Education & Teaching Pedagogy and Curriculum Education Policy

advanced

MIT OCW

free

Furniture Making

Christopher Dewart

Furniture making is in many ways like bridge building, connections holding posts apart with spans to support a deck....

Art, Design & Architecture Architecture Engineering

advanced

MIT OCW

free

Amorphous Materials

Juejun Hu

This course discusses the fundamental material science behind amorphous solids, or non-crystalline materials. It...

Engineering Materials Science and Engineering

intermediate

MIT OCW

free

Prototypes to Products

Mr. Andrew Heafitz

For students and teams who have started a sustainable-development project in D-Lab (EC.701J or EC.720J), Product...

Business & Management Systems Thinking Social Sciences

intermediate

MIT OCW

free

Principles and Practice of Tissue Engineering

Prof. Myron Spector

The principles and practice of tissue engineering (and regenerative medicine) are taught by faculty of the...

Engineering Biological Engineering

advanced

MIT OCW

free

Decision Making in Large Scale Systems

Prof. Daniela Pucci De Farias

This course is an introduction to the theory and application of large-scale dynamic programming. Topics include...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Mechanical Behavior of Plastics

Prof. David Roylance

This course is aimed at presenting the concepts underlying the response of polymeric materials to applied loads....

Engineering Chemical Engineering Materials Science and Engineering

advanced

MIT OCW

free

Inference from Data and Models

Carl Wunsch

This course covers the fundamental methods used for exploring the information content of observations related to...

Science & Math Physics Mathematics

advanced

MIT OCW

free

Applications of System Dynamics

Prof. James Hines

15.875 is a project-based course that explores how organizations can use system dynamics to achieve important goals....

Business & Management Operations Systems Thinking

advanced

MIT OCW

free

Tumor Pathophysiology and Transport Phenomena

Dr. Rakesh Jain

Tumor pathophysiology plays a central role in the growth, invasion, metastasis and treatment of solid tumors. This...

Engineering Chemical Engineering Health & Medicine

advanced

MIT OCW

free

Environmental Engineering Applications of Geographic Information Systems

Prof. Daniel Sheehan

This graduate seminar is taught in a lecture and lab exercise format. The subject matter is tailored to...

Business & Management Digital Business & IT Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Technology-based Business Transformation

Prof. Irving Wladawsky-Berger

This course covers how to leverage major technology advances to significantly transform a business in the...

Business & Management Marketing Strategy & Innovation

advanced

MIT OCW

free

Computational Quantum Mechanics of Molecular and Extended Systems

Prof. Bernhardt Trout

The theoretical frameworks of Hartree-Fock theory and density functional theory are presented in this course as...

Science & Math Chemistry Physics

advanced

MIT OCW

free

Biological Engineering Programming

Prof. Andrew Endy

In this course problems from biological engineering are used to develop structured computer programming skills and...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Acoustics of Speech and Hearing

Prof. Christopher Shera

The Acoustics of Speech and Hearing is an H-Level graduate course that reviews the physical processes involved in...

Science & Math Biology Engineering

advanced

MIT OCW

free

Adaptive Antennas and Phased Arrays

Alan J. Fenn

The 16 lectures in this course cover the topics of adaptive antennas and phased arrays. Both theory and experiments...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Social Studies of Bioscience and Biotech

Prof. Byron Good

In this course, social, ethical and clinical issues associated with the development of new biotechnologies and their...

Business & Management Organizations & Leadership Social Sciences

advanced

MIT OCW

free

Design Principles for Ocean Vehicles (13.42)

Prof. Alexandra Techet

The course covers the basic techniques for evaluating the maximum forces and loads over the life of a marine...

Engineering Civil Engineering Ocean Engineering

advanced

MIT OCW

free

Ethics and the Law on the Electronic Frontier

Prof. Daniel Weitzner

This course considers the interaction between law, policy, and technology as they relate to the evolving...

Data Science, Analytics & Computer Technology Computer Science Data Science

intermediate

MIT OCW

free

Special Topics in Supply Chain Management

Prof. Brian Subirana

This subject presents a range of advanced topics in integrated logistics and supply chain management. The course was...

Business & Management Supply Chain Operations

advanced

MIT OCW

free

Making Science and Engineering Pictures: A Practical Guide to Presenting Your Work

Felice C. Frankel

In this course you will learn the basics of photography and gain an intriguing new perspective into the visual...

Art, Design & Architecture Visual Arts Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free

Integrated Chemical Engineering II

Prof. Gregory McRae

This course introduces students to methods and background needed for the conceptual design of continuously operating...

Engineering Chemical Engineering Environmental Engineering

intermediate

MIT OCW

free

Design of Ocean Systems

Prof. Chryssostomos Chryssostomidis

This course covers the complete cycle of designing an ocean system using computational design tools for the...

Engineering Aerospace Engineering Ocean Engineering

intermediate

MIT OCW

free

Nanomechanics of Materials and Biomaterials

Prof. Christine Ortiz

This course focuses on the latest scientific developments and discoveries in the field of nanomechanics, the study...

Science & Math Chemistry Physics

intermediate

MIT OCW

free

Mechanisms of Drug Actions

Prof. Peter Dedon

This course addresses the scientific basis for the development of new drugs. The first half of the semester begins...

Science & Math Biology Engineering

advanced

MIT OCW

free

Public Transportation Systems

Prof. Nigel Wilson

This course discusses the evolution and role of urban public transportation modes, systems, and services, focusing...

Social Sciences Urban Studies Engineering

advanced

MIT OCW

free

Geometric Combinatorics

Dr. Csaba Toth

This course offers an introduction to discrete and computational geometry. Emphasis is placed on teaching methods in...

Data Science, Analytics & Computer Technology Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Theory of Solids I

Prof. Patrick Lee

This is the first term of a theoretical treatment of the physics of solids. Topics covered include crystal structure...

Science & Math Physics Engineering

advanced

MIT OCW

free

Managing Nuclear Technology

Prof. Richard Lester

An examination of current economic and policy issues in the electric power industry, focusing on nuclear power and...

Business & Management Management Social Sciences

advanced

MIT OCW

free

Neutron Science and Reactor Physics

Prof. Benoit Forget

This course introduces fundamental properties of the neutron. It covers reactions induced by neutrons, nuclear...

Science & Math Chemistry Physics

intermediate

MIT OCW

free

Signals, Systems and Information for Media Technology

Prof. Rosalind W. Picard

This class teaches the fundamentals of signals and information theory with emphasis on modeling audio/visual...

Art, Design & Architecture Media Studies Engineering

intermediate

MIT OCW

free

Laboratory in Software Engineering

Prof. Daniel Jackson

This course introduces concepts and techniques relevant to the production of large software systems. Students are...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

intermediate

MIT OCW

free

Probability And Its Applications To Reliability, Quality Control, And Risk Assessment

Prof. Michael Golay

This course covers interpretations of the concept of probability. Topics include basic probability rules; random...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Electrochemical Processing of Materials

Prof. Donald Sadoway

This course covers a variety of topics concerning superconducting magnets, including thermodynamic and transport...

Science & Math Physics Energy, Climate & Sustainability

advanced

MIT OCW

free

Natural Light in Design

Prof. Marilyne Andersen

Today, computer-based simulations are becoming increasingly popular, especially when daylighting and energy...

Art, Design & Architecture Architecture Environmental Design

advanced

MIT OCW

free

Pervasive Human Centric Computing (SMA 5508)

Dr. Larry Rudolph

This course is broad, covering a wide range of topics that have to do with the post-pc era of computing. It is a...

Data Science, Analytics & Computer Technology Programming & Coding User Experience

advanced

MIT OCW

free

Chemicals in the Environment: Fate and Transport

Prof. Harold Hemond

This core class in the Environmental M.Eng. program is for all students interested in the behavior of chemicals in...

Science & Math Chemistry Earth Science

advanced

MIT OCW

free

Electrical, Optical, and Magnetic Materials and Devices

Prof. Caroline Ross

This course is a three-part series which explains the basis of the electrical, optical, and magnetic properties of...

Science & Math Physics Engineering

intermediate

MIT OCW

free

Fundamentals of Program Analysis

Prof. Armando Solar-Lezama

This course offers a comprehensive introduction to the field of program analysis. It covers some of the major forms...

Data Science, Analytics & Computer Technology Software Design and Engineering Computer Science

intermediate

MIT OCW

free

Electromagnetic Interactions

Prof. Jeffrey Freidberg

This course is a graduate level subject on electromagnetic theory with particular emphasis on basics and...

Science & Math Physics Engineering

advanced

MIT OCW

free

The Human Intelligence Enterprise

Patrick Henry Winston

This course analyzes seminal work directed at the development of a computational understanding of human...

Data Science, Analytics & Computer Technology AI Machine Learning

intermediate

MIT OCW

free

Nanomaker

Dr. Katey Lo

This course links clean energy sources and storage technology to energy consumption case studies to give students a...

Data Science, Analytics & Computer Technology Energy, Climate & Sustainability Energy

intermediate

MIT OCW

free

Selected Topics in Cryptography

Prof. Ran Canetti

This course covers a number of advanced “selected topics” in the field of cryptography. The first part of the course...

Data Science, Analytics & Computer Technology Networks and Security Computer Science

advanced

MIT OCW

free

Internal Flows in Turbomachines

Dr. Choon Tan

In 16.540 we address fluid dynamic phenomena of interest in internal flow situations. The emphasis tends to be on...

Engineering Aerospace Engineering Mechanical Engineering

advanced

MIT OCW

free

Ultrafast Optics

Prof. Franz Kärtner

This course is offered to graduate students and addresses issues regarding ultrafast optics. Topics covered include:...

Science & Math Physics Engineering

advanced

MIT OCW

free

Dynamic Optimization & Economic Applications (Recursive Methods)

Prof. Iván Werning

The unifying theme of this course is best captured by the title of our main reference book: “Recursive Methods in...

Business & Management Systems Thinking Social Sciences

advanced

MIT OCW

free

Compressible Fluid Dynamics

Prof. Anette Hosoi

2.26 is a 6-unit Honors-level subject serving as the Mechanical Engineering department’s sole course in compressible...

Science & Math Physics Engineering

advanced

MIT OCW

free

Modeling and Assessment for Policy

Prof. Noelle Selin

IDS.410J Modeling and Assessment for Policy explores how scientific information and quantitative models can be used...

Data Science, Analytics & Computer Technology Computer Science Data Science

advanced

MIT OCW

free

Multicore Programming Primer

Dr. Rodric Rabbah

The course serves as an introductory course in parallel programming. It offers a series of lectures on parallel...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free

Multithreaded Parallelism: Languages and Compilers

Prof. Arvind

The topics covered in this course include: Languages and compilers to exploit multithreaded parallelism Implicit...

Data Science, Analytics & Computer Technology Programming & Coding Software Design and Engineering

advanced

MIT OCW

free

Atmosphere, Ocean and Climate Dynamics

Prof. Raffaele Ferrari

This undergraduate class is designed to introduce students to the physics that govern the circulation of the ocean...

Science & Math Earth Science Energy, Climate & Sustainability

intermediate

MIT OCW

free

Turbulent Flow and Transport

Prof. Ain Sonin

Turbulent flows, with emphasis on engineering methods. Governing equations for momentum, energy, and species...

Science & Math Physics Engineering

advanced

MIT OCW

free

Environment and Society

Prof. Dara O’Rourke

Modern industrial activities - which MIT engineers and scientists play a major role in - have significant...

Social Sciences Policy and Administration Energy, Climate & Sustainability

intermediate

MIT OCW

free

Building Technology III: Building Structural Systems

Prof. John Fernandez

This course addresses advanced structures, exterior envelopes and contemporary production technologies. It continues...

Art, Design & Architecture Architecture Engineering

advanced

MIT OCW

free

2nd Summer Introduction to Design

Prof. Alex Slocum

Introduce students to the creative design process, based on the scientific method and peer review, by application of...

Business & Management Systems Thinking Engineering

intermediate

MIT OCW

free

Distributed Algorithms

Prof. Nancy Lynch

Distributed algorithms are algorithms designed to run on multiple processors, without tight centralized control. In...

Computer Science Engineering Algorithms and Data Structures

advanced

MIT OCW

free

Prototyping Avionics

Dr. Alvar Saenz-Otero

In the past building prototypes of electronic components for new projects/products was limited to using protoboards...

Engineering Electrical Engineering Aerospace Engineering

intermediate

MIT OCW

free

Digital Mock-Up Workshop

Prof. Lawrence Sass

This is an advanced subject in computer modeling and CAD CAM fabrication, with a focus on building large-scale...

Art, Design & Architecture Architecture Engineering

advanced

MIT OCW

free

Technology, Law, and the Working Environment

Prof. Charles Caldart

This course addresses the relationship between technology-related problems and the law applicable to work...

Business & Management Organizations & Leadership Management

advanced

MIT OCW

free

Computation for Biological Engineers

Prof. Eric Alm

This course covers the analytical, graphical, and numerical methods supporting the analysis and design of integrated...

Systems Thinking Biological Engineering Biology

intermediate

MIT OCW

free

Systems Optimization: Models and Computation (SMA 5223)

Prof. Jie Sun

This class is an applications-oriented course covering the modeling of large-scale systems in decision-making...

Business & Management Systems Thinking Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Special Topics in Mechanical Engineering: The Art and Science of Boat Design

Christopher Dewart

This class is jointly sponsored by the MIT Museum, Massachusetts Bay Maritime Artisans, the Department of Mechanical...

Ocean Engineering Mechanical Engineering Engineering

intermediate

MIT OCW

free

Strategic Management in the Design and Construction Value Chain

Dr. John Macomber

This course provides an overview of key concepts in strategic management in the construction, real estate, and...

Business & Management Supply Chain Operations

advanced

MIT OCW

free

Adventures in Advanced Symbolic Programming

Prof. Gerald Sussman

This course covers concepts and techniques for the design and implementation of large software systems that can be...

Data Science, Analytics & Computer Technology AI Programming & Coding

advanced

MIT OCW

free

Stochastic Processes, Detection, and Estimation

Prof. Gregory Wornell

This course examines the fundamentals of detection and estimation for signal processing, communications, and...

Science & Math Mathematics Engineering

advanced

MIT OCW

free

Marine Autonomy, Sensing and Communications

Dr. Michael Benjamin

This course covers basic topics in autonomous marine vehicles, focusing mainly on software and algorithms for...

Ocean Engineering Aerospace Engineering Engineering

advanced

MIT OCW

free

Principles of Engineering Practice

Prof. Lionel C. Kimerling

This class introduces students to the interdisciplinary nature of 21st-century engineering projects with three...

Engineering Electrical Engineering Management

intermediate

MIT OCW

free

Social Visualization

Prof. Judith Donath

Millions of people are on-line today and the number is rapidly growing - yet this virtual crowd is often invisible....

Media Studies Anthropology Computer Science

advanced

MIT OCW

free

Air Traffic Control

Prof. John Hansman

This course introduces the various aspects of present and future Air Traffic Control systems. Among the topics in...

Urban Studies Aerospace Engineering Engineering

advanced

MIT OCW

free

Nuclear Reactor Safety

Prof. Andrew Kadak

Problems in nuclear engineering often involve applying knowledge from many disciplines simultaneously in achieving...

Physics Energy Nuclear Engineering

intermediate

MIT OCW

free

Photovoltaic Solar Energy Systems

Prof. Louis Bucciarelli

This class will study the behavior of photovoltaic solar energy systems, focusing on the behavior of “stand-alone”...

Electrical Engineering Physics Materials Science and Engineering

intermediate

MIT OCW

free

Modeling Environmental Complexity

Prof. Daniel Rothman

This course provides an introduction to the study of environmental phenomena that exhibit both organized structure...

Engineering Systems Engineering Earth Science

intermediate

MIT OCW

free

Radiative Transfer

Prof. Gang Chen

This course investigates the principles of thermal radiation and their applications to engineering heat and photon...

Physics Energy Climate Science

advanced

MIT OCW

free

Environmental Engineering Masters of Engineering Project

Daniele Lantagne

This class is one of the core requirements for the Environmental Masters of Engineering program. It is designed to...

Environmental Engineering Engineering

advanced

MIT OCW

free

Computational Ocean Acoustics (13.853)

Prof. Henrik Schmidt

This course examines wave equations for fluid and visco-elastic media, wave-theory formulations of acoustic source...

Physics Ocean Engineering Systems Engineering

advanced

MIT OCW

free

D-Lab I: Development

Amy J. Smith

D-Lab Development addresses issues of technological improvements at the micro level for developing countries—in...

Adaptation and Resilience Climate Science Economics

intermediate

MIT OCW

free

Integrated Chemical Engineering Topics I: Process Control by Design

Dr. Barry S. Johnston

In the ICE-Topics courses, various chemical engineering problems are presented and analyzed in an industrial...

Science & Math Chemistry Engineering

intermediate

MIT OCW

free

Engineering Risk-Benefit Analysis

Prof. George Apostolakis

ERBA (ESD.72) emphasizes three methodologies - reliability and probabilistic risk assessment (RPRA), decision...

Mathematics Systems Engineering Engineering

advanced

MIT OCW

free

Maneuvering and Control of Surface and Underwater Vehicles (13.49)

Prof. Michael Triantafyllou

This course is about maneuvering motions of surface and underwater vehicles. Topics covered include: derivation of...

Ocean Engineering Systems Engineering Mechanical Engineering

advanced

MIT OCW

free

Materials Laboratory

Prof. Francesco Stellacci

This course is a required sophomore subject in the Department of Materials Science and Engineering, designed to be...

Engineering Physics Materials Science and Engineering

intermediate

MIT OCW

free

Automatic Speech Recognition

Dr. James Glass

6.345 introduces students to the rapidly developing field of automatic speech recognition. Its content is divided...

Engineering Humanities Electrical Engineering

advanced

MIT OCW

free

Modeling Dynamics and Control II

Prof. George Haller

This course is the second subject of a two-term sequence on modeling, analysis and control of dynamic systems....

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Marine Chemistry

Dr. Dierdre Toole

This course is an introduction to chemical oceanography. It describes reservoir models and residence time, major ion...

Ocean Engineering Earth Science Engineering

advanced

MIT OCW

free

Brave New Planet

Prof. Eric Lander

Utopia or dystopia? It’s up to us. In the 21st century, powerful technologies have been appearing at a breathtaking...

Energy Philosophy Climate Science

beginner

MIT OCW

free

Structure of Earth Materials

Prof. J. Evans

This course provides a comprehensive introduction to crystalline structure, crystal chemistry, and bonding in...

Chemistry Mechanical Engineering Earth Science

intermediate

MIT OCW

free

System Design and Analysis based on AD and Complexity Theories

Prof. Nam Suh

This course studies what makes a good design and how one develops a good design. Students consider how the design of...

Systems Engineering Computer Science Mechanical Engineering

advanced

MIT OCW

free

Biomimetic Principles and Design

Prof. Michael Triantafyllou

Biomimetics is based on the belief that nature, at least at times, is a good engineer. Biomimesis is the scientific...

Biology Ocean Engineering Biological Engineering

intermediate

MIT OCW

free

Technology in Transportation

Prof. Sanjay Sarma

This course provides an introduction to the transportation industry’s major technical challenges and considerations....

Aerospace Engineering Mechanical Engineering Engineering

intermediate

MIT OCW

free

Acoustical Oceanography

James Lynch

This course will begin with brief overview of what important current research topics are in oceanography (physical,...

Physics Ocean Engineering Earth Science

advanced

MIT OCW

free

Nuclear Systems Design Project

Prof. Michael Short

This capstone course is a group design project involving integration of nuclear physics, particle transport,...

Physics Energy Systems Engineering

intermediate

MIT OCW

free

Visualizing Materials Science

Prof. W. Craig Carter

This resource is a collection of student tutorial videos that explore various materials science and engineering...

Mathematics Materials Science and Engineering Engineering

intermediate

MIT OCW

free

Wave Motions in the Ocean and Atmosphere

Prof. Glenn Flierl

This course is an introduction to basic ideas of geophysical wave motion in rotating, stratified, and...

Engineering Environmental Engineering Ocean Engineering

advanced

MIT OCW

free

Submicrometer and Nanometer Technology

Prof. George Barbastathis

This course surveys techniques to fabricate and analyze submicron and nanometer structures, with applications....

Electrical Engineering Mechanical Engineering Engineering

advanced

MIT OCW

free

Solving Complex Problems

Prof. Samuel Bowring

12.000 Solving Complex Problems is designed to provide students the opportunity to work as part of a team to propose...

Climate and Energy Policy Policy and Administration Environmental Engineering

intermediate

MIT OCW

free

Integration of Reactor Design, Operations, and Safety

Prof. George Apostolakis

This course integrates studies of engineering sciences, reactor physics and safety assessment into nuclear power...

Physics Energy Nuclear Engineering

advanced

MIT OCW

free

GPS: Where Are You?

Prof. Thomas Herring

This is a freshman advising seminar. The professor of a FAS is the first year advisor to the (no more than 8)...

Earth Science Geography Civil Engineering

intermediate

MIT OCW

free

Fields, Forces and Flows in Biological Systems

Prof. Jongyoon Han

This course introduces the basic driving forces for electric current, fluid flow, and mass transport, plus their...

Biology Mechanical Engineering Chemical Engineering

intermediate

MIT OCW

free

Building Technologies III: Building Structural Systems II

Prof. John Ochsendorf

This course addresses advanced topics in structures, exterior envelopes and contemporary production technologies. It...

Materials Science and Engineering Architecture Civil Engineering

advanced

MIT OCW

free

Introduction to Global Medicine: Bioscience, Technologies, Disparities, Strategies

Prof. Michael M.J. Fischer

This class provides a space for medical students and MD/PhD students, as well as HASTS (History, Anthropology,...

Philosophy Biological Engineering Public Health

advanced

MIT OCW

free

Transport Phenomena in Materials Engineering

Prof. Adam Powell

This course deals with solid-state diffusion, homogeneous and heterogeneous chemical reactions, and spinodal...

Engineering Physics Materials Science and Engineering

intermediate

MIT OCW

free

Topics in Combinatorial Optimization

Prof. Michel Goemans

In this graduate-level course, we will be covering advanced topics in combinatorial optimization. We will start with...

Engineering Systems Thinking Mathematics

advanced

MIT OCW

free

Applications of Continuum Mechanics to Earth, Atmospheric, and Planetary Sciences

Prof. Bradford Hager

This course focuses on the practical applications of the continuum concept for deformation of solids and fluids,...

Mechanical Engineering Earth Science Engineering

intermediate

MIT OCW

free

Queues: Theory and Applications

Prof. David Gamarnik

This class deals with the modeling and analysis of queueing systems, with applications in communications,...

Mathematics Operations Systems Engineering

advanced

MIT OCW

free

Feedback Systems

James Roberge

This course provides an introduction to the design of feedback systems. Topics covered include: properties and...

Electrical Engineering Engineering

advanced

MIT OCW

free

Mobile Autonomous Systems Laboratory

No Faculty

MASLab (Mobile Autonomous System Laboratory), also known as 6.186, is a robotics contest. The contest takes place...

Electrical Engineering Computer Science Mechanical Engineering

intermediate

MIT OCW

free

Finite Element Procedures for Solids and Structures

Klaus-Jürgen Bathe

Finite element analysis is now widely used for solving complex static and dynamic problems encountered in...

Systems Engineering Mechanical Engineering Engineering

advanced

MIT OCW

free

PE for ME

Noah Riskin

The sensing, thinking, moving body is the basis of our experience in the world; it is the very foundation on which...

Engineering Public Health Mechanical Engineering

intermediate

MIT OCW

free

Continuum Electromechanics

Markus Zahn

This course focuses on laws, approximations and relations of continuum electromechanics. Topics include mechanical...

Engineering Physics Electrical Engineering

advanced

MIT OCW

free

The Structure of Engineering Revolutions

Prof. David Mindell

6.933J / STS.420J provides an integrated approach to engineering practice in the real world. Students of 6.933J...

Entrepreneurship Startups/New Enterprises Engineering

advanced

MIT OCW

free

Topics in Linguistic Theory: Laboratory Phonology

Prof. Edward Flemming

The goal of this course is to prepare you to engage in experimental investigations of questions related to...

Electrical Engineering Linguistics Engineering

intermediate

MIT OCW

free

D-Lab: Energy

Amy Banzaert

D-Lab: Energy offers a hands-on, project-based approach that engages students in understanding and addressing the...

Electrical Engineering Energy International Development

intermediate

MIT OCW

free

Stochastic Estimation and Control

Prof. Wallace Vander Velde

The major themes of this course are estimation and control of dynamic systems. Preliminary topics begin with reviews...

Engineering Mathematics Aerospace Engineering

advanced

MIT OCW

free

General Circulation of the Earth's Atmosphere

Prof. Peter Stone

This course examines diagnostic studies of the Earth’s atmosphere and discusses their implications for the theory of...

Environmental Engineering Ocean Engineering Earth Science

advanced

MIT OCW

free

Introduction To MATLAB Programming

Yossi Farjoun

This course is intended to assist undergraduates with learning the basics of programming in general and programming...

Engineering Programming & Coding Mathematics

intermediate

MIT OCW

free

Near-Surface Geophysical Imaging

Prof. Jie Zhang

This graduate level course presents theories, methodologies, and applications of seismic imaging for solving the...

Computer Science Earth Science Data Science

advanced

MIT OCW

free

Dynamics and Control II

Prof. Derek Rowell

Upon successful completion of this course, students will be able to: Create lumped parameter models (expressed as...

Mathematics Mechanical Engineering Engineering

intermediate

MIT OCW

free

Building Technology Laboratory

Prof. Les Norford

In this class, concepts of building technology and experimental methods are studied, in class and in lab...

Architecture Civil Engineering Art, Design & Architecture

intermediate

MIT OCW

free

How and Why Machines Work

Prof. Joseph Smith

Subject studies how and why machines work, how they are conceived, how they are developed (drawn), and how they are...

Mechanical Engineering Engineering

intermediate

MIT OCW

free

History of Women in Science and Engineering

Maia Weinstock

This course provides a basic overview of the history of women in science, technology, engineering, and mathematics...

History Engineering Gender Studies

intermediate

MIT OCW

free

Electrical, Optical, and Magnetic Properties of Materials

Prof. David Paul

This class discusses the origin of electrical, magnetic and optical properties of materials, with a focus on the...

Physics Materials Science and Engineering Engineering

advanced

MIT OCW

free

Principles of Radiation Interactions

Prof. Jeffrey Coderre

The central theme of this course is the interaction of radiation with biological material. The course is intended to...

Physics Nuclear Engineering Chemistry

advanced

MIT OCW

free

Internet Technology in Local and Global Communities

Mr. Manish Gaudi

This course is based on the work of the MIT-African Internet Technology Initiative (MIT-AITI). MIT-AITI is an...

Educational Technology Media Studies Electrical Engineering

intermediate

MIT OCW

free

Architectural Design Workshops: Computational Design for Housing

Gabriela Celani

An intensive nine day remote collaborative workshop involving MIT and Miyagi University in Japan. The objective is...

Art, Design & Architecture Engineering Urban Studies

advanced

MIT OCW

free

Thermodynamics of Biomolecular Systems

Prof. Kim Hamad-Schifferli

This subject deals primarily with equilibrium properties of macroscopic and microscopic systems, basic...

Engineering Physics Chemistry

intermediate

MIT OCW

free

Analysis of Historic Structures

Prof. John Ochsendorf

An analysis of historical structures is presented themed sections based around construction materials. Structures...

Architecture Civil Engineering Art, Design & Architecture

advanced

MIT OCW

free

Turbulence in the Ocean and Atmosphere

Prof. Glenn Flierl

This course presents the phenomena, theory, and modeling of turbulence in the Earth’s oceans and atmosphere. The...

Ocean Engineering Mechanical Engineering Earth Science

advanced

MIT OCW

free

Manufacturing Systems Analysis

Dr. Stanley Gershwin

This course covers the following topics: models of manufacturing systems, including transfer lines and flexible...

Mathematics Operations Systems Engineering

advanced

MIT OCW

free

Transport Processes in the Environment

Prof. Heidi Nepf

This class serves as an introduction to mass transport in environmental flows, with emphasis given to river and lake...

Environmental Engineering Chemical Engineering Engineering

intermediate

MIT OCW

free

Special Topics in Vision Science

Prof. Edward Adelson

An advanced seminar on issues of current interest in human and machine vision. Topics vary from year to year. This...

Engineering Visualization Computer Science

advanced

MIT OCW

free

Water and Sanitation Infrastructure in Developing Countries

Susan Murcott

This course deals with the principles of infrastructure planning in developing countries, with a focus on...

Engineering Public Health Policy and Administration

advanced

MIT OCW

free

Laboratory on the Physiology, Acoustics, and Perception of Speech

Dr. Joseph S. Perkell

The course focuses on experimental investigations of speech processes. Topics include: measurement of articulatory...

Health Care Management Electrical Engineering Linguistics

advanced

MIT OCW

free

From Nano to Macro: Introduction to Atomistic Modeling Techniques

Prof. Markus Buehler

The objective of this course is to introduce large-scale atomistic modeling techniques and highlight its importance...

Systems Engineering Mechanical Engineering Civil Engineering

advanced

MIT OCW

free

Advanced Research Seminar in System Dynamics:

Prof. Hazhir Rahmandad

Doctoral-level advanced research seminar in system dynamics modeling with a focus on social, economic, and technical...

Engineering Systems Thinking Management

advanced

MIT OCW

free

Kinetic Processes in Materials

Prof. Kenneth Russell

This course presents a unified treatment of phenomenological and atomistic kinetic processes in materials. It...

Physics Materials Science and Engineering Chemistry

advanced

MIT OCW

free

Statistical Thermodynamics of Biomolecular Systems (BE.011J)

Prof. Kim Hamad-Schifferli

This course provides an introduction to the physical chemistry of biological systems. Topics include: connection of...

Physics Chemistry Biology

intermediate

MIT OCW

free

Relational Machines

Prof. Cynthia Breazeal

This course examines the issues, principles, and challenges toward building relational machines through a...

Art, Design & Architecture Engineering Electrical Engineering

advanced

MIT OCW

free

Systems Analysis of the Nuclear Fuel Cycle

Prof. Mujid S. Kazimi

This course provides an in-depth technical and policy analysis of various options for the nuclear fuel cycle. Topics...

Policy and Administration Nuclear Engineering Systems Engineering

advanced

MIT OCW

free

Medical Computing

Prof. Isaac Kohane

The focus of the course is on medical science and practice in the age of automation and the genome, both present and...

Digital Business & IT Biological Engineering Computer Science

advanced

MIT OCW

free

Topics in Phonology

Prof. Adam Albright

This course introduces students to the theory and practice of modeling phonology, with an empirical focus on...

Engineering Systems Engineering Humanities

advanced

MIT OCW

free

International Politics in the New Century - via Simulation, Interactive Gaming, and 'Edutainment'

Prof. Nazli Choucri

This workshop is designed to introduce students to different perspectives on politics and the state of the world...

Art, Design & Architecture Engineering Computer Science

intermediate

MIT OCW

free

Theory of Parallel Systems (SMA 5509)

Dr. Bradley Kuszmaul

6.895 covers theoretical foundations of general-purpose parallel computing systems, from languages to...

Engineering Algorithms and Data Structures Computer Science

advanced

MIT OCW

free

Development of Inventions and Creative Ideas

Dr. Dedric Carter

This course examines the role of the engineer as patent expert and as technical witness in court and patent...

Policy and Administration Engineering Law

advanced

MIT OCW

free

Physics of Rock Climbing

David Custer

SP.255 is a lecture, discussion, and project based seminar about the physics of rock climbing. Participants are...

Physics Mechanical Engineering Engineering

intermediate

MIT OCW

free

Inquiry into Computation and Design

Prof. Terry Knight

This subject explores the varied nature and practice of computation in design. We will view computation and design...

Architecture Systems Engineering Art, Design & Architecture

advanced

MIT OCW

free

Molecular, Cellular and Tissue Biomechanics (BE.410J)

Roger D. Kamm

This course develops and applies scaling laws and the methods of continuum mechanics to biomechanical phenomena over...

Biology Biological Engineering Engineering

advanced

MIT OCW

free

Integrating eSystems & Global Information Systems

Prof. Stuart Madnick

The strategic importance of information technology is now widely accepted. It has also become increasingly clear...

Data Science Digital Business & IT Electrical Engineering

intermediate

MIT OCW

free

Introduction to Fluid Motions, Sediment Transport, and Current-Generated Sedimentary Structures

Prof. John Southard

This course begins by introducing students to aspects of fluid dynamics relevant to transport and deposition of...

Ocean Engineering Mechanical Engineering Earth Science

intermediate

MIT OCW

free

Ionized Gases

Prof. Manuel Martinez-Sanchez

This course highlights the properties and behavior of low-temperature plasmas in relation to energy conversion,...

Aerospace Engineering Engineering

advanced

MIT OCW

free

Biological Engineering II: Instrumentation and Measurement

Maxim Shusteff

This course covers sensing and measurement for quantitative molecular/cell/tissue analysis, in terms of genetic,...

Electrical Engineering Physics Biological Engineering

intermediate

MIT OCW

free

Error-Correcting Codes Laboratory

Prof. Daniel Spielman

This course introduces students to iterative decoding algorithms and the codes to which they are applied, including...

Mathematics Computer Science Engineering

intermediate

MIT OCW

free

Research Seminar on Urban Information Systems

Prof. Joseph Ferreira

Seminar participants and invited guests will lead critical discussions of current literature and ongoing research....

Digital Business & IT Urban Studies Computer Science

advanced

MIT OCW

free

Girls Who Build: Make Your Own Wearables Workshop

Kristen E Railey

The Girls Who Build: Make Your Own Wearables workshop for high school girls is an introduction to computer science,...

Engineering Pedagogy and Curriculum Computer Science

beginner

MIT OCW

free

Electromagnetic Fields and Energy

Hermann A. Haus

Published in 1989 by Prentice-Hall, this book is a useful resource for educators and self-learners alike. The text...

Engineering Electrical Engineering Physics

intermediate

MIT OCW

free

Water Quality Control

Dr. Eric Adams

The course material emphasizes mathematical models for predicting distribution and fate of effluents discharged into...

Environmental Engineering Engineering

advanced

MIT OCW

free

Case Studies in Forensic Metallurgy

Prof. Kenneth Russell

TV programs such as “Law and Order” show how forensic experts are called upon to give testimony that often...

Materials Science and Engineering Law Engineering

intermediate

MIT OCW

free

Special Topics in Media Technology: Cooperative Machines

Prof. Cynthia Breazeal

This course examines the issues, principles, and challenges toward building machines that cooperate with humans and...

Art, Design & Architecture Media Studies Computer Science

advanced

MIT OCW

free

Special Topics: Designing Sociable Media

Prof. Judith Donath

This project-based course explores new design strategies for social interaction in the computer mediated world....

Engineering Visualization Media Studies

advanced

MIT OCW

free

Experimental Molecular Biology: Biotechnology II

Prof. Christopher Burge

The course applies molecular biology and reverse genetics approaches to the study of apoptosis, or programmed cell...

Engineering Biology Biological Engineering

intermediate

MIT OCW

free

Algebraic Techniques and Semidefinite Optimization

Prof. Pablo Parrilo

This research-oriented course will focus on algebraic and computational techniques for optimization problems...

Mathematics Systems Engineering Systems Thinking

advanced

MIT OCW

free

Plasma Transport Theory

Prof. Kim Molvig

This course describes the processes by which mass, momentum, and energy are transported in plasmas, with special...

Physics Chemistry Chemical Engineering

advanced

MIT OCW

free

Topics in Theoretical Computer Science: An Algorithmist's Toolkit

Prof. Jonathan Kelner

This course covers a collection of geometric techniques that apply broadly in modern algorithm design.

Mathematics Computer Science Engineering

advanced

MIT OCW

free

Biomolecular Feedback Systems

Domitilla Del Vecchio

This course focuses on feedback control mechanisms that living organisms implement at the molecular level to execute...

Engineering Systems Thinking Systems Engineering

intermediate

MIT OCW

free

Introduction to Observational Physical Oceanography

Prof. Raffaele Ferrari

Observational physical oceanography includes topics such as the  physical description of the sea, the...

Engineering Ocean Engineering Earth Science

advanced

MIT OCW

free

Robocraft Programming Competition

Prof. Michael Ernst

The 6.370 Robocraft programming competition is a unique challenge that combines battle strategy and software...

Electrical Engineering Game Design Computer Science

intermediate

MIT OCW

free

Models, Data and Inference for Socio-Technical Systems

Prof. Daniel Frey

In this class, students use data and systems knowledge to build models of complex socio-technical systems for...

Mathematics Systems Engineering Computer Science

advanced

MIT OCW

free

Wavelets, Filter Banks and Applications

Prof. Gilbert Strang

Wavelets are localized basis functions, good for representing short-time events. The coefficients at each scale are...

Electrical Engineering Mathematics Engineering

advanced

MIT OCW

free

Introduction to Computers in Public Management II

Prof. Joseph Ferreira

Second of two modules facilitating a basic understanding of computing in planning and public management. Students...

Digital Business & IT Urban Studies Systems Engineering

advanced

MIT OCW

free

Bio-Inspired Structures

Prof. Leo Daniel

This course is offered for graduate students who are interested in the interdisciplinary study of bio-inspired...

Aerospace Engineering Mechanical Engineering Engineering

advanced

MIT OCW

free

Gaoming Studio - China

Prof. Eran Ben-Joseph

The studio will focus on the district of Gaoming, located in the northwest of the Pearl River Delta (PRD) - the...

Art, Design & Architecture Engineering Environmental Design

advanced

MIT OCW

free

Undergraduate Thesis for Course 2-A

David Custer

This course is taken by mechanical engineering majors during their senior year to prepare a detailed thesis proposal...

Literature Mechanical Engineering Engineering

intermediate

MIT OCW

free

International Politics and Climate Change

Prof. Nazli Choucri

This course examines the interconnections of international politics and climate change. Beginning with an analysis...

Environmental Engineering Political Science Earth Science

intermediate

MIT OCW

free

Transportation Flow Systems

Prof. Ismail Chabini

Design, operation, and management of traffic flows over complex transportation networks are the foci of this course....

Urban Studies Systems Engineering Civil Engineering

advanced

MIT OCW

free

Motion Based Design

Prof. Jerome Connor

This course presents a rational basis for the preliminary design of motion-sensitive structures. Topics covered...

Architecture Civil Engineering Art, Design & Architecture

advanced

MIT OCW

free

Algorithmic Lower Bounds: Fun with Hardness Proofs

Prof. Erik Demaine

6.890 Algorithmic Lower Bounds: Fun with Hardness Proofs is a class taking a practical approach to proving problems...

Mathematics Computer Science Engineering

advanced

MIT OCW

free

Electromechanical Dynamics

Herbert H. Woodson

First published in 1968 by John Wiley and Sons, Inc., Electromechanical Dynamics discusses the interaction of...

Electrical Engineering Physics Mechanical Engineering

intermediate

MIT OCW

free

Transcribing Prosodic Structure of Spoken Utterances with ToBI

Dr. Nanette Veilleux

This course presents a tutorial on the ToBI (Tones and Break Indices) system, for labelling certain aspects of...

Electrical Engineering Linguistics Computer Science

intermediate

MIT OCW

free

Computability Theory of and with Scheme

Prof. Albert R. Meyer

6.844 is a graduate introduction to programming theory, logic of programming, and computability, with the...

Mathematics Computer Science Engineering

advanced

MIT OCW

free

Numeric Photography

Prof. John Maeda

The aim of the students from the Numeric Photography class at the MIT Media Laboratory was to present an exhibition...

Visual Arts Media Studies Computer Science

advanced

MIT OCW

free

Representation and Modeling for Image Analysis

Prof. Polina Golland

Most algorithms in computer vision and image analysis can be understood in terms of two important components: a...

Electrical Engineering Systems Engineering Computer Science

advanced

MIT OCW

free

Technical Design: Scenery, Mechanisms, and Special Effects

Michael Katz

This class looks at the special structural and practical needs of theatrical scenery and effects and how they can be...

Art, Design & Architecture Engineering Mechanical Engineering

intermediate

MIT OCW

free

Special Topics at Edgerton Center:Developing World Prosthetics

Ken Endo

D-Lab World Prosthetics is a collaboration between the Massachusetts Institute of Technology and the Jaipur Foot...

International Development Public Health Mechanical Engineering

intermediate

MIT OCW

free

Water and Sanitation Infrastructure Planning in Developing Countries

Prof. Jennifer Davis

This course examines the policy and planning for the provision of water supply and sanitation services in developing...

Public Health Policy and Administration Environmental Engineering

advanced

MIT OCW

free

The Politics of Nuclear Proliferation: Nuclear History, Strategy, and Statecraft

Prof. Francis J. Gavin

This course provides an introduction to the politics and theories surrounding the proliferation of nuclear weapons....

History Nuclear Engineering Political Science

intermediate

MIT OCW

free

D-Lab: Water, Sanitation, and Hygiene

Libby Hsu

This course focuses on disseminating Water, Sanitation and Hygiene (WASH) or water/environment innovations in...

Environmental Engineering International Development Public Health

intermediate

MIT OCW

free

Engineering Economy Module

Michel-Alexandre Cardin

This intensive micro-subject provides the necessary skills in Microsoft® Excel spreadsheet modeling for ESD.71...

Mathematics Systems Engineering Engineering

advanced

MIT OCW

free

Climate Change Seminar

Prof. Alan Edelman

This course provides a broad overview of issues related to climate change, with an emphasis on those aspects most...

Systems Engineering Earth Science Climate Science

advanced

MIT OCW

free

Experimental Projects II

Prof. Edward Greitzer

The Experimental Project Lab in the Department of Aeronautics and Astronautics is a two-semester course sequence:...

Aerospace Engineering Systems Engineering Computer Science

intermediate

MIT OCW

free

Electronic Feedback Systems

James Roberge

Feedback control is an important technique that is used in many modern electronic and electromechanical systems. The...

Electrical Engineering Engineering

intermediate

MIT OCW

free

Emergent Materials II

Prof. John Fernandez

This course will focus on providing students with the tools needed to practice responsible architecture in a...

Materials Science and Engineering Architecture Art, Design & Architecture

advanced

MIT OCW

free

Dynamics of Complex Systems: Complexity in Ecology

Prof. Daniel Rothman

In this class we will critically review both classical works and recent literature on complexity in ecology. The...

Biology Biological Engineering Earth Science

advanced

MIT OCW

free

Scientific Visualization across Disciplines: A Critical Introduction

Prof. Joseph Dumit

This subject exposes students to a variety of visualization techniques so that they learn to understand the work...

Communication Computer Science Engineering

intermediate

MIT OCW

free

Freshman Seminar: The Nature of Engineering

Lorna Gibson

Are you interested in investigating how nature engineers itself? How engineers copy the shapes found in nature...

Materials Science and Engineering Biological Engineering Engineering

intermediate

MIT OCW

free

Theory of Solids II

Prof. Patrick Lee

This is the second term of a theoretical treatment of the physics of solids. Topics covered include linear response...

Engineering Physics Mechanical Engineering

advanced

MIT OCW

free

Technology and Nature in American History

Jamie Pietruska

This course considers how the visual and material world of “nature” has been reshaped by industrial practices,...

History Urban Studies Civil Engineering

intermediate

MIT OCW

free

Research Topics in Architecture: Citizen-Centered Design of Open Governance Systems

Daniel Greenwood

In this seminar, students will design and perfect a digital environment to house the activities of large-scale...

Policy and Administration Media Studies Architecture

advanced

MIT OCW

free

Principles of Digital Communication I

Soheil Feizi-Khankandi

The course serves as an introduction to the theory and practice behind many of today’s communications systems. 6.450...

Electrical Engineering Engineering

advanced

MIT OCW

free

D-Lab II: Design

Amy J. Smith

D-Lab: Design addresses problems faced by undeserved communities with a focus on design, experimentation, and...

Economics Engineering International Development

intermediate

MIT OCW

free

Large-scale Flow Dynamics Lab

Prof. Glenn Flierl

This course is a laboratory accompaniment to 12.803, Quasi-balanced Circulations in Oceans and Atmospheres. The...

Physics Ocean Engineering Earth Science

advanced

MIT OCW

free

Undergraduate Thesis Tutorial

Prof. Michael Short

This course is a series of lectures on prospectus and thesis writing. It is a required course for undergraduate...

Nuclear Engineering Literature Engineering

intermediate

MIT OCW

free

Girls Who Build Cameras

Kristen E Railey

The Girls Who Build Cameras workshop for high school girls is a one-day, hands-on introduction to camera physics and...

Data Science, Analytics & Computer Technology Engineering Pedagogy and Curriculum

beginner

MIT OCW

free

Project Laboratory

Prof. Douglas Hart

This is an engineering laboratory subject for mechanical engineering juniors and seniors. Major emphasis is on...

Mechanical Engineering Engineering

intermediate

MIT OCW

free

Materials in Human Experience

Prof. Heather Lechtman

This course examines the ways in which people in ancient and contemporary societies have selected, evaluated, and...

Engineering Humanities History

intermediate

MIT OCW

free

Numerical Marine Hydrodynamics (13.024)

Prof. Jerome Milgram

This course is an introduction to numerical methods: interpolation, differentiation, integration, and systems of...

Mathematics Ocean Engineering Systems Engineering

advanced

MIT OCW

free

Materials at Equilibrium (SMA 5111)

Prof. Gerbrand Ceder

Material covered in this course includes the following topics: Laws of thermodynamics: general formulation and...

Physics Materials Science and Engineering Engineering

advanced

MIT OCW

free

Topics in Theoretical Computer Science: Probabilistically Checkable Proofs

Prof. Dor Minzer

In this course, we will present the theory of Probabilistically Checkable Proofs (PCPs), and prove some fundamental...

Engineering Algorithms and Data Structures Mathematics

advanced

MIT OCW

free

Symmetry, Structure, and Tensor Properties of Materials

Prof. Bernhardt Wuensch

This course covers the derivation of symmetry theory; lattices, point groups, space groups, and their properties;...

Engineering Materials Science and Engineering Mechanical Engineering

advanced

MIT OCW

free

Blended Learning Open Source Science or Math Studies (BLOSSOMS)

Richard C. Larson

BLOSSOMS stands for Blended Learning Science or Math Studies. It is a project sponsored by MIT LINC (Learning...

Educational Technology Mathematics Engineering

intermediate

MIT OCW

free

Behavior of Algorithms

Prof. Daniel Spielman

This course is a study of Behavior of Algorithms and covers an area of current interest in theoretical computer...

Mathematics Computer Science Engineering

advanced

MIT OCW

free

Environmental Management Practicum: Brownfield Redevelopment

James Hamilton

Through site-specific client-based work, this course will allow students to materially contribute to redevelopment...

Art, Design & Architecture Engineering Policy and Administration

advanced

MIT OCW

free

MICRO Mentoring Resources and Materials Science Curriculum

Dr. Jessica G. Sandland

MICRO is the Materials Initiative for Comprehensive Research Opportunity created to provide a remote research and...

Faculty Leadership Materials Science and Engineering Pedagogy and Curriculum

intermediate

MIT OCW

free

Air Transportation Systems Architecting

Earll Murman

This course addresses the architecting of air transportation systems. The focus is on the conceptual phase of...

Engineering Urban Studies Operations

advanced

MIT OCW

free

Seminar on Health Care Systems Innovation

Stan Finkelstein, MD

This seminar applies a systems perspective to understand health care delivery today, its stakeholders and problems...

Engineering Health Care Management Biomedical Technologies

advanced

MIT OCW

free

Photon and Neutron Scattering Spectroscopy and Its Applications in Condensed Matter

Prof. Sow-Hsin Chen

The purpose of this course is to discuss modern techniques of generation of x-ray photons and neutrons and then...

Physics Nuclear Engineering Engineering

advanced

MIT OCW

free

Introduction to Technology and Cities

Prof. Joseph Ferreira

This seminar is an introduction to the usage and impacts of information and communication technologies (ICTs) on...

Engineering Visualization Computer Science

advanced

MIT OCW

free

Integrated Chemical Engineering Topics I: Introduction to Biocatalysis

Prof. Kristala L. Jones Prather

This course provides a brief introduction to the field of biocatalysis in the context of process design. Fundamental...

Chemistry Biology Biological Engineering

intermediate

MIT OCW

free

Microscopic Theory of Transport

Prof. Sidney Yip

Transport is among the most fundamental and widely studied phenomena in science and engineering. This subject will...

Chemistry Chemical Engineering Engineering

intermediate

MIT OCW

free

Global Cityscope - Disaster Planning and Post-Disaster Rebuilding and Recovery

Cherie Miot Abbanat

This class is designed to expose you to the cycles of disasters, the roots of emergency planning in the U.S., how to...

Climate Science Civil Engineering Environmental Engineering

intermediate

MIT OCW

free

MADM with Applications in Material Selection and Optimal Design

Dr. Abbas Sadeghzadeh Milani

This course begins with a comparative review of conventional and advanced multiple attribute decision making (MADM)...

Systems Thinking Materials Science and Engineering Operations

advanced

MIT OCW

free

Biomolecular Kinetics and Cellular Dynamics (BE.420J)

Prof. Bruce Tidor

This subject deals primarily with kinetic and equilibrium mathematical models of biomolecular interactions, as well...

Biology Biological Engineering Engineering

advanced

MIT OCW

free

Network Representations of Complex Engineering Systems

Dr. Christopher L. Magee

This course provides a deep understanding of engineering systems at a level intended for research on complex...

Systems Engineering Engineering

advanced

MIT OCW

free

Readings in Optimization

Prof. Robert Freund

In keeping with the tradition of the last twenty-some years, the Readings in Optimization seminar will focus on an...

Engineering Mathematics Systems Engineering

advanced

MIT OCW

free

Neutron Interactions and Applications

Prof. Benoit Forget

This course is intended to introduce the student to the concepts and methods of transport theory needed in neutron...

Nuclear Engineering Chemistry Chemical Engineering

advanced

MIT OCW

free

Wave Motion in the Ocean and the Atmosphere

Prof. Paola Rizzoli

This course is an introduction to basic ideas of geophysical wave motion in rotating, stratified, and...

Environmental Engineering Ocean Engineering Mechanical Engineering

advanced

MIT OCW

free

The Art of Approximation in Science and Engineering

Sanjoy Mahajan

This course teaches simple reasoning techniques for complex phenomena: divide and conquer, dimensional analysis,...

Mathematics Computer Science Engineering

intermediate

MIT OCW

free

Designing Paths to Peace

Prof. Alex Slocum

Teaches creative design based on the scientific method through the design, engineering, and manufacture of a...

Art, Design & Architecture Engineering Visual Arts

intermediate

MIT OCW

free

Risk Aware and Robust Nonlinear Planning

Dr. Ashkan Jasour

In this course, Dr. Ashkan Jasour addresses advanced probabilistic and robust optimization-based techniques for...

Engineering Electrical Engineering Systems Engineering

advanced

MIT OCW

free

Doctoral Seminar in Engineering Systems

Dr. Christopher L. Magee

IDS.900 Doctoral Seminar in Engineering Systems examines the core theory and contextual applications of the emerging...

Systems Engineering Engineering

advanced

MIT OCW

free

The Art of Insight in Science and Engineering: Mastering Complexity

Sanjoy Mahajan

In this book, Sanjoy Mahajan shows us that the way to master complexity is through insight rather than precision....

Science & Math Mathematics Engineering

intermediate

MIT OCW

free

Workshop in IT: Collaborative Innovation Networks

Peter Gloor

Diversity begets creativity—in this seminar we tap the amazing power of swarm creativity on the Web by studying and...

Digital Business & IT Communication Computer Science

advanced

MIT OCW

free

Principles of Oceanographic Instrument Systems -- Sensors and Measurements (13.998)

Dr. James D. Irish

This course introduces theoretical and practical principles of design of oceanographic sensor systems. Topics...

Engineering Electrical Engineering Ocean Engineering

advanced

MIT OCW

free

Conversational Computer Systems

Mr. Christopher Schmandt

This class explores interaction with mobile computing systems and telephones by voice, including speech synthesis,...

Electrical Engineering Cognitive Science Computer Science

advanced

MIT OCW

free

Molecular Structure of Biological Materials (BE.442)

Prof. Shuguang Zhang

This course, intended for both graduate and upper level undergraduate students, will focus on understanding of the...

Biology Biological Engineering Mechanical Engineering

advanced

MIT OCW

free

Nano-to-Macro Transport Processes

Prof. Gang Chen

Parallel treatments of photons, electrons, phonons, and molecules as energy carriers, aiming at fundamental...

Energy Physics Data Science, Analytics & Computer Technology

advanced

MIT OCW

free

Technology Policy Negotiations

Prof. Joel Cutcher-Gershenfeld

This course features a core framework for an interest-based, problem-solving approach to technology, logistics and...

Engineering Policy and Administration Systems Engineering

advanced

MIT OCW

free

Multi-Scale System Design

Prof. Martin Culpepper

Multi-scale systems (MuSS) consist of components from two or more length scales (nano, micro, meso, or...

Systems Thinking Systems Engineering Mechanical Engineering

advanced

MIT OCW

free

Interfacial Phenomena

Prof. John W. M. Bush

This graduate-level course covers fluid systems dominated by the influence of interfacial tension. The roles of...

Mathematics Mechanical Engineering Engineering

advanced

MIT OCW

free

Competition in Telecommunications

Prof. Jerry Hausman

Competition in Telecommunications provides an introduction to the economics, business strategies, and technology of...

Engineering Electrical Engineering Economics

advanced

MIT OCW

free

Economic & Environmental Issues in Materials Selection

Prof. Randolph Kirchain

Choice of material has implications throughout the life-cycle of a product, influencing many aspects of economic and...

Materials Science and Engineering Economics Earth Science

intermediate

MIT OCW

free

Sensory-Neural Systems: Spatial Orientation from End Organs to Behavior and Adaptation

Dr. Charles M. Oman

This course introduces sensory systems and multi-sensory fusion using the vestibular and spatial orientation systems...

Engineering Biology Aerospace Engineering

advanced

MIT OCW

free

Statistical Thermodynamics of Complex Liquids

Prof. Sow-Hsin Chen

This course explores the theory of self-assembly in surfactant-water (micellar) and surfactant-water-oil...

Physics Mathematics Mechanical Engineering

advanced

MIT OCW

free

Quantum Theory of Radiation Interactions

Prof. Paola Cappellaro

This subject introduces the key concepts and formalism of quantum mechanics and their relevance to topics in current...

Physics Nuclear Engineering Engineering

advanced

MIT OCW

free

Analysis of Biological Networks (BE.440)

Prof. John Essigmann

This class analyzes complex biological processes from the molecular, cellular, extracellular, and organ levels of...

Engineering Biology Biological Engineering

advanced

MIT OCW

free

Dynamics of Complex Systems: Ecological Theory

Prof. Daniel Rothman

In this class we will critically review both classical works and recent literature on ecological theory. Emphasis...

Biology Biological Engineering Engineering

advanced

MIT OCW

free

Research Seminar in Deep Sea Archaeology

Prof. David Mindell

STS.467 examines the intellectual foundations of archaeology in the deep sea. The course explores the current...

Anthropology Ocean Engineering Earth Science

advanced

MIT OCW

free

Transportation Policy and Environmental Limits

Frederick Salvucci

Through a combination of lectures, cases, and class discussions this subject examines the economic and political...

Policy and Administration Environmental Engineering Earth Science

advanced

MIT OCW

free

Strange Bedfellows: Science and Environmental Policy

Prof. Stephen M. Meyer

12.103 explores the role of scientific knowledge, discovery, method, and argument in environmental policymaking from...

Policy and Administration Environmental Engineering Earth Science

intermediate

MIT OCW

free

Micro/Nano Engineering Laboratory

Prof. Sang-Gook Kim

This course encourages creative thinking through hands-on experience via building, observing and manipulating...

Mechanical Engineering Engineering

intermediate

MIT OCW

free

Waste Containment and Remediation Technology

Dr. Peter Shanahan

1.34 focuses on the geotechnical aspects of hazardous waste management, with specific emphasis on the design of...

Environmental Engineering Civil Engineering Engineering

advanced

MIT OCW

free

DV Lab: Documenting Science Through Video and New Media

Prof. Christine Walley

This course is an introductory exploration of documentary film theory and production, focusing on documentaries...

Art, Design & Architecture Visual Arts Media Studies

intermediate

MIT OCW

free

Projects in Microscale Engineering for the Life Sciences

Prof. Dennis Freeman

This course is a project-based introduction to manipulating and characterizing cells and biological molecules using...

Biological Engineering Mechanical Engineering Engineering

intermediate

MIT OCW

free

Climate Action Hands-On: Harnessing Science with Communities to Cut Carbon

David Damm-Luhr

This course explores how citizen science can support community actions to combat climate change. Participants will...

Policy and Administration Environmental Engineering Energy

beginner

MIT OCW

free

Global Freshwater Crisis

Susan Murcott

For the first time in history, the global demand for freshwater is overtaking its supply in many parts of the world....

Engineering Environmental Engineering Economics

intermediate

MIT OCW

free

The Impact of Globalization on the Built Environment

Mr. Derish M. Wolff

The course is designed to provide a better understanding of the built environment, globalization, the current...

Engineering Civil Engineering

advanced

MIT OCW

free

Integrating Doctoral Seminar on Emerging Technologies

Prof. Daniel Hastings

This team-taught subject is for doctoral students working on emerging technologies at the interface of technology,...

Systems Engineering Engineering

advanced

MIT OCW

free

Advanced Studio on the Production of Space

Prof. Gediminas Urbonas

This class is developed around the concept of disobedient interference within the existing models of production of...

Environmental Engineering Art, Design & Architecture Architecture

intermediate

MIT OCW

free

International Environmental Negotiation

Prof. William Moomaw

This seminar will explore the difficulties of getting agreement on global definitions of sustainability; in...

Political Science Policy and Administration Environmental Engineering

advanced

MIT OCW

free

Bioengineering Journal Article Seminar

Dr. Charles M. Oman

Each term, the class selects a new set of professional journal articles on bioengineering topics of current research...

Aerospace Engineering Computer Science Engineering

advanced

MIT OCW

free

Case Studies in Social and Ethical Responsibilities of Computing

Prof. David Kaiser

The MIT Case Studies in Social and Ethical Responsibilities of Computing (SERC) aims to advance new efforts within...

Humanities Philosophy Pedagogy and Curriculum

beginner

MIT OCW

free

Terrascope

Prof. David McGee

At the core of Terrascope is one basic but important idea: MIT students, even in their first year, are ready to take...

Environmental Engineering Earth Science Engineering

intermediate

MIT OCW

free

Computational Evolutionary Biology

Prof. Robert Berwick

Why has it been easier to develop a vaccine to eliminate polio than to control influenza or AIDS? Has there been...

Biology Biological Engineering Engineering

advanced

MIT OCW

free

Macromolecular Hydrodynamics

Prof. Robert C Armstrong

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