Programming & Software Development – Browse Learning Resources

MIT OCW

free course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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 course

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