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...

Computer Science Engineering Programming & Coding

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...

Mathematics Engineering 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...

Economics Computer Science Engineering

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...

Computer Science Data Science, Analytics & Computer Technology 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...

Computer Science Programming & Coding Engineering

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,...

Mathematics Computer Science Engineering

intermediate

MIT OCW

free course

Distributed Computer Systems Engineering

Prof. Robert Morris

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

Computer Science Data Science, Analytics & Computer Technology Engineering

advanced

MIT OCW

free course

Blockchain and Money

Prof. Gary Gensler

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

Digital Business & IT Finance & Accounting Computer Science

advanced

MIT OCW

free course

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...

Environmental Engineering Computer Science Programming & Coding

beginner

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...

Engineering 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...

Programming & Coding Software Design and Engineering Computer Science

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...

Mathematics Climate Science Computer Science

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...

Computer Science Engineering Systems Engineering

intermediate

MIT OCW

free course

Computer Graphics

Prof. Wojciech Matusik

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

Computer Science Visualization Engineering

intermediate

MIT OCW

free course

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...

Computer Science Engineering Networks and Security

advanced

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...

Computer Science Engineering Software Design and Engineering

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...

Engineering Systems Engineering Computer Science

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...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

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...

Computer Science Engineering Software Design and Engineering

advanced

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...

Engineering 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...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Advanced Algorithms

Prof. David R. Karger

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

Engineering Algorithms and Data Structures Computer Science

advanced

MIT OCW

free course

Quantum Computation

Prof. Peter Shor

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

Physics Mathematics Computer Science

advanced

MIT OCW

free course

Advanced Data Structures

Prof. Erik Demaine

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

Engineering Algorithms and Data Structures Computer Science

advanced

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...

Computer Science Engineering Programming & Coding

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...

Engineering Algorithms and Data Structures Networks and Security

intermediate

MIT OCW

free course

Algorithms for Inference

Prof. Devavrat Shah

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

Mathematics Computer Science Visualization

advanced

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...

Engineering Systems Engineering Computer Science

intermediate

MIT OCW

free course

Database Systems

Prof. Samuel Madden

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

Digital Business & IT Computer Science Data Science

advanced

MIT OCW

free course

Operating System Engineering

Prof. Frans Kaashoek

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

Computer Science Engineering Software Design and Engineering

advanced

MIT OCW

free course

Cryptography and Cryptanalysis

Prof. Silvio Micali

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

Computer Science Engineering Networks and Security

advanced

MIT OCW

free course

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...

Policy and Administration Computer Science Engineering

advanced

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....

Mathematics Engineering Computer Science

intermediate

MIT OCW

free course

Foundations of Software Engineering

Prof. Kevin Amaratunga

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

Computer Science Engineering Software Design and Engineering

advanced

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...

Computer Science Engineering Software Design and Engineering

intermediate

MIT OCW

free course

Software Engineering Concepts

Prof. Nancy Leveson

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

Engineering Systems Engineering Computer Science

advanced

MIT OCW

free course

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 Engineering Software Design and Engineering

advanced

MIT OCW

free course

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...

Physics Computer Science Environmental Engineering

beginner

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 –...

Computer Science Engineering Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

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 Engineering Software Design and Engineering

advanced

MS Learn

free tutorial

Introduction to the basics of AL programming in Dynamics 365 Business Central

Explore the basics of Application Language (AL) programming, including variables, data types, options, and enums.

Dynamics 365 Dynamics Business Central

beginner

MS Learn

free course

Plan and implement data platform resources

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Introduction to Azure SRE Agent

Learn how Azure SRE Agent supports operational investigations, automation, and controlled mitigation, and evaluate...

Azure

beginner

MS Learn

free tutorial

Manage users and implement security in Dynamics 365 Business Central

Learn how to manage users and implement security in Business Central.

Dynamics 365 Dynamics Business Central

intermediate

MS Learn

free tutorial

Monitor and manage agents with Microsoft Agent 365

Learn how to monitor using real-time visibility into all agents to detect sprawl, understand usage.

M365 Agent 365

intermediate

MS Learn

free course

Write advanced Transact-SQL queries

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free course

Program with Transact-SQL

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free tutorial

Combine query results with set operators

Combine query results with set operators using Transact-SQL.

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free tutorial

Transform data by implementing pivot, unpivot, rollup, and cube

This content is a part of Transform data by implementing pivot, unpivot, rollup, and cube.

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free tutorial

Create stored procedures and user-defined functions

This content is a part of Create stored procedures and user-defined functions.

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free tutorial

Write queries that use window functions

This content is a part of Write queries that use window functions.

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free tutorial

Get started with Transact-SQL programming

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free tutorial

Create tables, views, and temporary objects

This content is a part of Create tables, views, and temporary objects.

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free tutorial

Implement error handling with Transact-SQL

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free tutorial

Implement transactions with Transact-SQL

Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines

advanced

MS Learn

free course

Explore SQL Server 2025 capabilities

Sql Server

beginner

MS Learn

free tutorial

Get started with SQL Server 2025

Learn about SQL Server 2025's new capabilities including AI integration, analytics improvements, developer features,...

Sql Server

beginner

MS Learn

free tutorial

Build AI-powered solutions using SQL Server 2025

Sql Server

beginner

MS Learn

free tutorial

Introduction to SQL Server 2025 data virtualization

Learn about data virtualization, how to use Polybase to access and query external data, and enhanced Polybase...

Sql Server

beginner

MS Learn

free tutorial

Understand hybrid data platform on SQL Server 2025

This module helps users understand the hybrid data platform capabilities of SQL Server 2025.

Sql Server

beginner

MS Learn

free tutorial

Transform development workflows with T-SQL in SQL Server 2025

Explore the new T-SQL enhancements in SQL Server 2025, including AI integration, pattern matching, JSON aggregation,...

Sql Server Azure Sql Database

intermediate

MS Learn

free tutorial

Configure Microsoft Dynamics 365 Field Service

Start your Dynamics 365 Field Service journey by configuring the foundational records, settings, and AI-enabled...

Dynamics 365 Dynamics Field Service

intermediate

MS Learn

free tutorial

Understand how Project Perception coordinates security operations

Learn how Project Perception coordinates specialized agents across the six areas of work your team already runs:...

Defender Xdr

intermediate

MS Learn

free course

Implement operational databases in Microsoft Fabric

Learn how to work with operational databases in Microsoft Fabric.

Azure Sql Database Fabric

intermediate

MS Learn

free course

Develop data-driven applications by using Azure SQL Database

Learn how to develop data-driven applications by using Microsoft Azure SQL Database. DP-3020

Azure Sql Database Azure

intermediate

MS Learn

free tutorial

Get started with GraphQL in Microsoft Fabric

Learn how GraphQL in Microsoft Fabric works, the key concepts, and practical examples to help users integrate their...

Fabric Azure Sql Database

beginner

MS Learn

free tutorial

Explore data manipulation options in Azure SQL Database

Learn how to invoke REST endpoints in Azure SQL Database and manipulate data using Azure Functions. Also, explore...

Azure Sql Database Azure

intermediate

MS Learn

free tutorial

Develop for Azure SQL Database

Learn how to create and configure an Azure SQL Database. You'll use SQL Database Projects in VS Code, including...

Azure Sql Database Azure

intermediate

MS Learn

free tutorial

Explore security practices for Azure SQL Database

Learn how security works in Azure SQL Database, the key concepts, and practical examples to help developers...

Azure Sql Database Azure

intermediate

MS Learn

free tutorial

Develop a data API for Azure SQL Database

Learn how to create modern REST data API for Azure SQL Database. We'll delve into Data API Builder, a powerful...

Azure Sql Database Azure

intermediate

MS Learn

free tutorial

Get started with Azure SQL Database for modern application development

Learn how Azure SQL Database works, the key concepts, and practical examples to help developers effectively utilize...

Azure Sql Database Azure

intermediate

MS Learn

free tutorial

Get started with SQL Database in Microsoft Fabric

Learn how SQL Database in Microsoft Fabric works, the key concepts, and practical examples to help users SQL...

Fabric Azure Sql Database

beginner

MS Learn

free course

Automate database tasks for Azure SQL

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free course

Plan and implement a high availability and disaster recovery environment

Data must be available when needed. Configure, test and manage a solution for high availability and disaster...

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Manage Azure PaaS tasks using automation

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Describe high availability and disaster recovery strategies

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Explore IaaS and PaaS solutions for high availability and disaster recovery

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Back up and restore databases

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Create and manage SQL Agent jobs

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Automate database deployment

Azure Azure Sql Database Sql Server

intermediate

KHA

Khan Academy

free course

Code.org

Launched in 2013, Code.org is a non-profit dedicated to expanding access to computer science, and increasing...

Computer Science

KHA

Khan Academy

free course

KA ICT Class 10

Learn about computer components, HTML tables, and CSS styling to build structured and visually styled web content.

Computer Science

KHA

Khan Academy

free course

AP®︎/College Computer Science Principles

Learn AP Computer Science Principles using videos, articles, and AP-aligned multiple choice question practice....

Computer Science

KHA

Khan Academy

free course

Computer science theory

Explore advanced computer science topics from algorithms (how we solve common computing problems and measure our...

Computer Science

KHA

Khan Academy

free course

Grade 9 Computer Science - Pakistan National Curriculum

Computer Science

KHA

Khan Academy

free course

KA Computer Science Class 12

Learn advanced Python, data structures, algorithms, SQL, computer networking, and information security in this course.

Computer Science

KHA

Khan Academy

free course

Intro to computer science - Python

Use programming as a tool to design recommendation engines, model infectious diseases, create game levels, and more!...

Computer Science

KHA

Khan Academy

free course

Hour of Code

Only have an hour? Learn the basics of programming, making webpages, or creating databases.

Computer Science

KHA

Khan Academy

free course

KA Informatics Practices Class 11

Explore computer systems and Python basics. You'll learn to handle data with lists, dictionaries, and SQL, and...

Computer Science

KHA

Khan Academy

free course

Grade 11 Computer Science - Pakistan National Curriculum

Computer Science

KHA

Khan Academy

free course

Pixar in a Box

Computer Science

KHA

Khan Academy

free course

Grade 10 Computer Science - Pakistan National Curriculum

Computer Science

KHA

Khan Academy

free course

KA ICT Class 9

Learn computing basics, internet use, email communication, and digital safety essential for navigating today’s...

Computer Science

KHA

Khan Academy

free course

KA Computer Science Class 11

Learn computing concepts, number systems, Python basics, and tech trends focusing on logic, problem-solving, and...

Computer Science

KHA

Khan Academy

free course

Computers and the Internet

How do computers store data? Hoes does the Internet connects billions of devices worldwide? How do we protect data...

Computer Science

KHA

Khan Academy

free course

Grade 12 Computer Science - Pakistan National Curriculum

Computer Science

KHA

Khan Academy

free course

Computational Thinking

Computer Science

KHA

Khan Academy

free course

KA Informatics Practices Class 12

Learn to analyze and visualize data using SQL, and also learn about computer networking and digital ethics.

Computer Science

KHA

Khan Academy

free course

Computer programming - JavaScript and the web

Learn how to program drawings, animations, and games using JavaScript and the Processing library, and explore the...

Computer Science

OpenStax

free book

Foundations of Information Systems

Computer Science

OpenStax

free book

Introduction to Computer Science

Computer Science

OpenStax

free book

Introduction to Python Programming

Computer Science

OpenStax

free book

Workplace Software and Skills

Business Computer Science

WIK

Wikibooks

free book

.NET Development Foundation

WIK

Wikibooks

free book

360 Assembly

intermediate

WIK

Wikibooks

free book

6502 Assembly

intermediate

WIK

Wikibooks

free book

65c02 Assembly

intermediate

WIK

Wikibooks

free book

68000 Assembly

advanced

WIK

Wikibooks

free book

A-level Computing

WIK

Wikibooks

free book

A-level Computing 2009

WIK

Wikibooks

free book

ACE+TAO Opensource Programming Notes

WIK

Wikibooks

free book

AEM EMS Guidebook

intermediate

WIK

Wikibooks

free book

ANSI C with Unix

advanced

WIK

Wikibooks

free book

AP Computer Science

WIK

Wikibooks

free book

ASP.NET

WIK

Wikibooks

free book

ATS: Programming with Theorem-Proving

WIK

Wikibooks

free book

AWK

advanced

WIK

Wikibooks

free book

A Basic Convolutional Coding Example

WIK

Wikibooks

free book

A Beginner's Arduino Guide

beginner

WIK

Wikibooks

free book

A Beginner's Guide to D

beginner