670 Free Online Programming & Computer Science Courses You Can Start in December
Seven years ago, universities like MIT and Stanford first opened up free online courses to the public. Today, more than 850 schools around the world have created thousands of free online courses.
I’ve compiled this list of 670 such free online courses that you can start this month. For this, I leveraged Class Central’s database of over 10,000 courses. I’ve also included each course’s average rating.
I’ve sorted these courses into the following categories based on their difficulty level:
- Beginner
- Intermediate
- Advanced
Courses that are being offered for the first time are marked as [NEW].
Many of these courses are completely self-paced. The rest will start at various times later in December. You can find complete lists of the technology-related courses starting later in 2018 on Class Central’s Computer Science, Data Science, and Programming subject pages.
I understand this a long list and might be daunting for learners new to programming. In that case, you might find David Venturi’s recommendations for the best Data Science online courses useful — even if you’re not looking to learn Data Science. I hope to create more of these guides in the future.
And finally if you have trouble figuring out how to signup for Coursera courses for free, don’t worry — I’ve written an article on how to do that, too.
Beginner (164)
- An Introduction to Interactive Programming in Python (Part 1) from Rice University ★★★★★(2909)
- Programming for Everybody (Getting Started with Python) from University of Michigan ★★★★★(865)
- Introduction to Computer Science and Programming Using Python from Massachusetts Institute of Technology ★★★★★(99)
- Learn to Program: The Fundamentals from University of Toronto ★★★★★(86)
- Intro to Computer Science from University of Virginia ★★★★☆(61)
- CS50’s Introduction to Computer Science from Harvard University ★★★★★(53)
- Ruby on Rails: An Introduction from Johns Hopkins University ★★★☆☆(50)
- An Introduction to Interactive Programming in Python (Part 2) from Rice University ★★★★★(45)
- Introduction to HTML5 from University of Michigan ★★★★☆(37)
- Internet History, Technology, and Security from University of Michigan ★★★★★(35)
- Introduction to Linux from Linux Foundation ★★★★☆(34)
- How to Use Git and GitHub
- [New] Introducción a la programación en C: Instrucciones de control y ficheros de texto from Universidad Autónoma de Madrid
- [New] Diseñando páginas web con Bootstrap 4 from Universidad Austral
- [New] Elements of AI from University of Helsinki
- Intro to HTML and CSS
- Introduction to VBA/Excel Programming from Cal Poly Pomona ★★★★☆(21)
- JavaScript Basics
- Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course) from Hebrew University of Jerusalem ★★★★★(14)
- Programming Basics from Indian Institute of Technology Bombay ★★☆☆☆(13)
- Computer Science 101 from Stanford University ★★★★☆(11)
- Introduction to CSS3 from University of Michigan ★★★★★(11)
- Creative Programming for Digital Media & Mobile Apps from University of London International Programmes ★★★★☆(10)
- Programming Foundations with JavaScript, HTML and CSS from Duke University ★★★★☆(9)
- HTML5 Coding Essentials and Best Practices from World Wide Web Consortium (W3C) ★★★★☆(9)
- Programming Foundations with Python
- Introduction to Computer Networking from Stanford University ★★★★★(8)
- Introduction to the Internet of Things and Embedded Systems from University of California, Irvine ★★★★☆(8)
- Usable Security from University of Maryland, College Park ★★★☆☆(8)
- Introduction to Bootstrap — A Tutorial from Microsoft ★★★☆☆(8)
- Code Yourself! An Introduction to Programming from University of Edinburgh ★★★★☆(7)
- HTML, CSS, and Javascript for Web Developers from Johns Hopkins University ★★★★★(6)
- Learn to Program: Crafting Quality Code from University of Toronto ★★★★★(6)
- Intro to Relational Databases
- Paradigms of Computer Programming — Abstraction and Concurrency from Université catholique de Louvain ★★★★☆(4)
- Paradigms of Computer Programming — Fundamentals from Université catholique de Louvain ★★★★★(4)
- Introduction to jQuery from Microsoft ★★★★☆(4)
- Programming in Scratch from Harvey Mudd College ★★★★★(4)
- How To Create a Website in a Weekend! (Project-Centered Course) from State University of New York ★★★★★(3)
- Introduction to Java Programming — Part 1 from The Hong Kong University of Science and Technology ★★★★☆(3)
- Introduction to Java Programming: Starting to code in Java from Universidad Carlos iii de Madrid ★★★★☆(3)
- Introduction to Programming for the Visual Arts with p5.js from University of California, Los Angeles ★★★★☆(3)
- HTML5 and CSS Fundamentals from World Wide Web Consortium (W3C) ★★★★☆(3)
- Linux Command Line Basics
- The Beauty and Joy of Computing — AP® CS Principles Part 1 from University of California, Berkeley ★★★★★(2)
- Python Programming: A Concise Introduction from Wesleyan University ★★★☆☆(2)
- Object-Oriented Programming from Indian Institute of Technology Bombay ★★★★☆(2)
- The Computing Technology Inside Your Smartphone from Cornell University ★★★★★(2)
- Introduction to HTML and JavaScript from Microsoft ★★★★★(2)
- Think. Create. Code from University of Adelaide ★★★★★(2)
- CS For All: Introduction to Computer Science and Python Programming from Harvey Mudd College ★★★★★(2)
- Networks: Friends, Money, and Bytes from Princeton University ★★★☆☆(1)
- Android Basics: Make Your First App from Google ★★★★★(1)
- Computing: Art, Magic, Science from ETH Zurich ★★★★☆(1)
- MyCS: Computer Science for Beginners from Harvey Mudd College ★★★☆☆(1)
- CODAPPS: Coding mobile apps for entrepreneurs from EMLYON Business School ★★★★★(1)
- CS50’s Web Programming with Python and JavaScript from Harvard University
- CS50’s Introduction to Game Development from Harvard University
- CS50’s Mobile App Development with React Native from Harvard University
- CS50’s Computer Science for Business Professionals from Harvard University
- CS50’s Understanding Technology from Harvard University
- CS50’s AP® Computer Science Principles from Harvard University
- Principles of Computing from Stanford University
- The Beauty and Joy of Computing — AP® CS Principles Part 2 from University of California, Berkeley
- Programming for the Web with JavaScript from University of Pennsylvania
- The Unix Workbench from Johns Hopkins University
- Introduction to Structured Query Language (SQL) from University of Michigan
- JavaScript, jQuery, and JSON from University of Michigan
- Building Database Applications in PHP from University of Michigan
- Programming Fundamentals from Duke University
- Introduction to Computing using Python from Georgia Institute of Technology
- Computing in Python I: Fundamentals and Procedural Programming from Georgia Institute of Technology
- Computing in Python IV: Objects & Algorithms from Georgia Institute of Technology
- Computing in Python II: Control Structures from Georgia Institute of Technology
- Computing in Python III: Data Structures from Georgia Institute of Technology
- Introduction to Cybersecurity from University of Washington
- Python Programming Essentials from Rice University
- Python Data Representations from Rice University
- Building Interactive 3D Characters and Social VR from University of London International Programmes
- Introduction to Virtual Reality from University of London International Programmes
- Software Engineering: Introduction from The University of British Columbia
- How to Code: Simple Data from The University of British Columbia
- Introduction to Web Development from University of California, Davis
- Введение в базы данных from St. Petersburg State Polytechnic University
- Введение в программирование (C++) from Higher School of Economics
- Web Development and Design using Wordpress from California Institute of the Arts
- Introduction to Java Programming — Part 2 from The Hong Kong University of Science and Technology
- Scratch: Programmeren voor kinderen (8+) from Delft University of Technology
- Excel/VBA for Creative Problem Solving, Part 3 (Projects) from University of Colorado Boulder
- JavaScript, часть 1: основы и функции from Moscow Institute of Physics and Technology
- Тонкости верстки from Moscow Institute of Physics and Technology
- Web Coding Fundamentals: HTML, CSS and Javascript from National University of Singapore
- Monetize your Android Applications from Galileo University
- Android App Development for Beginners from Galileo University
- Java Fundamentals for Android Development from Galileo University
- AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures from Purdue University
- AP Computer Science A: Java Programming Loops and Data Structures from Purdue University
- AP Computer Science A: Java Programming Classes and Objects from Purdue University
- Introducción a la programación orientada a objetos en Java from Universidad de los Andes
- Deep Learning for Business from Yonsei University
- Introduction to TCP/IP from Yonsei University
- Introducción a la programación en Java: estructuras de datos y algoritmos from Universidad Carlos iii de Madrid
- Introducción a la programación en Java: empezando a programar from Universidad Carlos iii de Madrid
- Introduction to Java Programming: Writing Good Code from Universidad Carlos iii de Madrid
- Cyber Security Basics: A Hands-on Approach from Universidad Carlos iii de Madrid
- Mobile Web Development from Google
- Technical Support Fundamentals from Google
- Web Accessibility from Google
- CSS Basics from Microsoft
- Learn to Program in Java from Microsoft
- Introduction to Python: Fundamentals from Microsoft
- Logic and Computational Thinking from Microsoft
- Object Oriented Programming in Java from Microsoft
- Introduction to Design Thinking from Microsoft
- Introduction to Python: Absolute Beginner from Microsoft
- Introduction to NodeJS from Microsoft
- Introduction to ReactJS from Microsoft
- Writing Professional Code from Microsoft
- TCP/IP and Advanced Topics from University of Colorado System
- Computing: Art, Magic, Science — Part II from ETH Zurich
- Software Design as an Abstraction from University of Colorado System
- Software Design as an Element of the Software Development Lifecycle from University of Colorado System
- Proactive Computer Security from University of Colorado System
- Software Design Methods and Tools from University of Colorado System
- Introduction to Cybersecurity for Business from University of Colorado System
- Introduction to Open Source Networking Technologies from Linux Foundation
- Blockchain: Understanding Its Uses and Implications from Linux Foundation
- Learn to Program Using Python from University of Texas Arlington
- Introduction to Programming Using Python from University of Texas Arlington
- Mobile Computing with App Inventor — CS Principles from The University of Warwick
- Introduction to the Internet of Things (IoT) from Curtin University
- Software Engineering Essentials from Technische Universität München (Technical University of Munich)
- Video Game Design and Balance from Rochester Institute of Technology
- Cyber Attack Countermeasures from New York University (NYU)
- Web Security Fundamentals from KU Leuven University
- How to Build a Chatbot Without Coding from IBM
- Introduction to Cyber Attacks from New York University (NYU)
- Cyber Security for Small and Medium Enterprises: Identifying Threats and Preventing Attacks from Deakin University
- JavaScript Introduction from World Wide Web Consortium (W3C)
- Introduction to MongoDB from MongoDB University
- Object-oriented Programming in Python: Create Your Own Adventure Game from Raspberry Pi Foundation
- From Python to Java: Fundamentals of Programming from University of Wolverhampton
- Version Control with Git from Atlassian
- M001: MongoDB Basics
- Learn Swift Programming Syntax
- GitHub & Collaboration
- Java Programming Basics
- ES6 — JavaScript Improved
- Introduction to Python Programming
- JavaScript and the DOM
- Object-Oriented JavaScript
- Version Control with Git
- HTTP & Web Servers
- Intro to JavaScript
- Data Communications and Network Services from Cisco
- Web Applications for Everybody
- Android for Beginners
- Internet Connection: How to Get Online? from Cisco
- Network Protocols and Architecture from Cisco
- Swift for Beginners
- Introduction to Virtual Reality
- Python for Everybody — Exploring Information
- Introduction to Cisco Networking from Cisco
- Home Networking Basics from Cisco
Intermediate (376)
- Python Data Structures from University of Michigan ★★★★★(508)
- Using Python to Access Web Data from University of Michigan ★★★★★(344)
- Using Databases with Python from University of Michigan ★★★★★(291)
- Machine Learning from Stanford University ★★★★★(261)
- Functional Programming Principles in Scala from École Polytechnique Fédérale de Lausanne ★★★★★(58)
- Algorithms, Part I from Princeton University ★★★★☆(48)
- Cryptography I from Stanford University ★★★★★(45)
- Programming Mobile Applications for Android Handheld Systems: Part 1 from University of Maryland, College Park ★★★★☆(38)
- Functional Program Design in Scala from École Polytechnique Fédérale de Lausanne ★★★★★(32)
- CS188.1x: Artificial Intelligence from University of California, Berkeley ★★★★★(30)
- Principles of Computing (Part 1) from Rice University ★★★★★(26)
- [New] Automated Software Testing: Practical Skills for Java Developers from Delft University of Technology
- [New] Relational database systems from Universidad Nacional Autónoma de México
- [New] NoSQL systems from Universidad Nacional Autónoma de México
- [New] Developing Android Apps with Kotlin from Google
- [New] Defensive Programming and Debugging from Partnership for Advanced Computing in Europe
- Practical Machine Learning from Johns Hopkins University ★★★☆☆(22)
- Software Security from University of Maryland, College Park ★★★★★(22)
- Algorithms, Part II from Princeton University ★★★★★(21)
- Responsive Website Basics: Code with HTML, CSS, and JavaScript from University of London International Programmes ★★★★☆(21)
- Agile Development Using Ruby on Rails — The Basics from University of California, Berkeley ★★★★★(19)
- Cloud Computing Concepts, Part 1 from University of Illinois at Urbana-Champaign ★★★☆☆(19)
- Automata Theory from Stanford University ★★★★☆(17)
- Programming Languages, Part A from University of Washington ★★★★★(17)
- C++ For C Programmers, Part A from University of California, Santa Cruz ★★★☆☆(16)
- Principles of Computing (Part 2) from Rice University ★★★★☆(15)
- Programming Mobile Applications for Android Handheld Systems: Part 2 from University of Maryland, College Park ★★★★☆(15)
- Concepts in Game Development from Swinburne University of Technology ★★★★☆(15)
- The Nature of Code from Processing Foundation ★★★★★(15)
- Algorithmic Thinking (Part 1) from Rice University ★★★★☆(14)
- Design of Computer Programs from Stanford University ★★★★☆(13)
- Intro to Machine Learning from Stanford University ★★★★☆(12)
- Algorithmic Toolbox from University of California, San Diego ★★★★☆(12)
- Object Oriented Programming in Java from University of California, San Diego ★★★★★(12)
- Discrete Optimization from University of Melbourne ★★★★☆(12)
- Responsive Web Design from University of London International Programmes ★★★☆☆(11)
- Introduction to Game Development from Michigan State University ★★★★☆(11)
- Introduction to Functional Programming from Delft University of Technology ★★★★☆(11)
- Object-Oriented JavaScript from Hack Reactor ★★★★★(11)
- Interactivity with JavaScript from University of Michigan ★★★★☆(10)
- Introduction to Software Product Management from University of Alberta ★★★★☆(10)
- Android Development for Beginners from Google ★★★★☆(10)
- The Arduino Platform and C Programming from University of California, Irvine ★★★☆☆(9)
- Java Programming: Solving Problems with Software from Duke University ★★★☆☆(9)
- Algorithmic Thinking (Part 2) from Rice University ★★★★☆(9)
- Programming Languages from University of Virginia ★★★☆☆(9)
- Software Processes and Agile Practices from University of Alberta ★★★★☆(9)
- Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital from Duke University ★★★★☆(8)
- Text Retrieval and Search Engines from University of Illinois at Urbana-Champaign ★★★☆☆(8)
- Cryptography from University of Maryland, College Park ★★★★☆(8)
- Advanced Styling with Responsive Design from University of Michigan ★★★★☆(7)
- Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure from University of Illinois at Urbana-Champaign ★★★☆☆(7)
- Software Testing from University of Utah ★★★★☆(7)
- Internet of Things: How did we get here? from University of California, San Diego ★★☆☆☆(6)
- Introduction To Swift Programming from University of Toronto ★☆☆☆☆(6)
- Learning from Data (Introductory Machine Learning course) from California Institute of Technology ★★★★☆(6)
- Client Needs and Software Requirements from University of Alberta ★★★★☆(6)
- Responsive Web Design Fundamentals from Google ★★★★☆(6)
- Intro to AJAX
- Computer Graphics from University of California, Berkeley ★★★★☆(5)
- Agile Development Using Ruby on Rails — Advanced from University of California, Berkeley ★★★★★(5)
- Ruby on Rails Web Services and Integration with MongoDB from Johns Hopkins University ★★★★★(5)
- Cloud Computing Concepts: Part 2 from University of Illinois at Urbana-Champaign ★★★★★(5)
- Data Structures and Performance from University of California, San Diego ★★★★★(5)
- Web Application Development with JavaScript and MongoDB from University of London International Programmes ★★★★☆(5)
- Introduction to Meteor.js Development from University of London International Programmes ★★★★★(5)
- How to Code: Systematic Program Design — Part 1 from The University of British Columbia ★★★★☆(5)
- Developing Android Apps from Google ★★★★☆(5)
- Julia Scientific Programming from University of Cape Town ★★★★★(5)
- Data Wrangling with MongoDB from MongoDB University ★★★★☆(5)
- Intro to iOS App Development with Swift
- Intro to DevOps from Nutanix ★★★☆☆(5)
- Parallel Programming Concepts
- Interfacing with the Arduino from University of California, Irvine ★★★★☆(4)
- Software Development Process from Georgia Institute of Technology ★★★☆☆(4)
- Algorithms on Strings from University of California, San Diego ★★★☆☆(4)
- Computer Architecture from Princeton University ★★★★★(4)
- Analysis of Algorithms from Princeton University ★★★★★(4)
- Computer Networking from Georgia Institute of Technology ★★★★☆(4)
- Cloud Networking from University of Illinois at Urbana-Champaign ★★★★☆(4)
- Website Performance Optimization from Google ★★★★☆(4)
- HTML5 Game Development from Google ★★★☆☆(4)
- Introduction to C++ from Microsoft ★★★★☆(4)
- Database Management Essentials from University of Colorado System ★★★★☆(4)
- Interactive Computer Graphics from The University of Tokyo ★★☆☆☆(4)
- Software Debugging from Saarland University ★★★★★(4)
- Software Construction in Java from Massachusetts Institute of Technology ★★★★★(3)
- Foundations of Objective-C App Development from University of California, Irvine ★★★☆☆(3)
- The Raspberry Pi Platform and Python Programming for the Raspberry Pi from University of California, Irvine ★★★★☆(3)
- Data Structures from University of California, San Diego ★★★☆☆(3)
- Java Programming: Arrays, Lists, and Structured Data from Duke University ★★★★☆(3)
- Java Programming: Principles of Software Design from Duke University ★★★★★(3)
- Networks Illustrated: Principles without Calculus from Princeton University ★★★★☆(3)
- VLSI CAD Part I: Logic from University of Illinois at Urbana-Champaign ★★★★★(3)
- Internet of Things: Setting Up Your DragonBoard™ Development Platform from University of California, San Diego ★★★☆☆(3)
- Mastering the Software Engineering Interview from University of California, San Diego ★★★★☆(3)
- Querying Data with Transact-SQL from Microsoft ★★★★☆(3)
- DevOps for Developers: How to Get Started from Microsoft ★★★★☆(3)
- Autonomous Mobile Robots from ETH Zurich ★★★☆☆(3)
- Intro to Algorithms
- Intro to jQuery
- JavaScript Design Patterns
- Compilers from Stanford University ★★★★☆(2)
- Mobile Application Experiences Part 1: From a Domain to an App Idea from Massachusetts Institute of Technology ★★★★★(2)
- Rails with Active Record and Action Pack from Johns Hopkins University ★★★★☆(2)
- Algorithms on Graphs from University of California, San Diego ★★★★☆(2)
- Internet of Things: Communication Technologies from University of California, San Diego ★★★☆☆(2)
- Advanced Data Structures in Java from University of California, San Diego ★★★★☆(2)
- App Design and Development for iOS from University of Toronto ★★★☆☆(2)
- iOS App Development Basics from University of Toronto ★★★★☆(2)
- Game Development for Modern Platforms from Michigan State University ★★★★★(2)
- Introduction to Mobile Application Development using Android from The Hong Kong University of Science and Technology ★★★★☆(2)
- Agile Planning for Software Products from University of Alberta ★★★☆☆(2)
- UX Design for Mobile Developers from Google ★★★★★(2)
- Browser Rendering Optimization from Google ★★★★☆(2)
- Developing International Software, Part 1 from Microsoft ★★★★☆(2)
- Analyzing and Visualizing Data with Power BI from Microsoft ★★★★★(2)
- Agile Software Development from ETH Zurich ★★★★★(2)
- Build Your First Android App (Project-Centered Course) from École Centrale Paris ★★★☆☆(2)
- Approximation Algorithms Part I from École normale supérieure ★★★★★(2)
- JavaScript Testing
- Configuring Linux Web Servers
- Full Stack Foundations
- Single Page Web Applications with AngularJS from Johns Hopkins University ★★★★★(1)
- Best Practices for iOS User Interface Design from University of California, Irvine ★★★★★(1)
- Interfacing with the Raspberry Pi from University of California, Irvine ★☆☆☆☆(1)
- Software Architecture & Design from Georgia Institute of Technology ★★★★★(1)
- Machine Learning: Unsupervised Learning from Brown University ★★★★☆(1)
- Advanced Algorithms and Complexity from University of California, San Diego ★★★☆☆(1)
- Responsive Website Tutorial and Examples from University of London International Programmes ★★★★★(1)
- Managing an Agile Team from University of Virginia ★★☆☆☆(1)
- MATLAB and Octave for Beginners from École Polytechnique Fédérale de Lausanne ★☆☆☆☆(1)
- Web Application Development: Basic Concepts from University of New Mexico ★★★★☆(1)
- Android: Introducción a la Programación from Universitat Politècnica de València ★★★★☆(1)
- Algorithms from Indian Institute of Technology Bombay ★★★★★(1)
- Developing Scalable Apps in Java from Google ★★★★☆(1)
- Google Cloud Platform Fundamentals: Core Infrastructure from Google ★★★★☆(1)
- JavaScript Promises from Google ★★★★★(1)
- Developing Scalable Apps in Python from Google ★★★★☆(1)
- Gradle for Android and Java from Google ★★★★★(1)
- Android Basics: Multiscreen Apps from Google ★★★★☆(1)
- Principles of Machine Learning from Microsoft ★★★★★(1)
- 用Python玩转数据 Data Processing Using Python from Nanjing University ★★★★★(1)
- Introduction to Real-Time Systems from IEEE ★★★★☆(1)
- Cybersecurity and Mobility from University System of Georgia ★☆☆☆☆(1)
- A developer’s guide to the Internet of Things (IoT) from IBM ★★★★☆(1)
- Technical Interview from Pramp ★★★★★(1)
- HTML5 Apps and Games from World Wide Web Consortium (W3C) ★★★☆☆(1)
- Networking for Web Developers
- Intro to Theoretical Computer Science
- Using Python for Research from Harvard University
- Language, Proof and Logic from Stanford University
- Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming from Stanford University
- Algorithms: Design and Analysis from Stanford University
- Graph Search, Shortest Paths, and Data Structures from Stanford University
- Shortest Paths Revisited, NP-Complete Problems and What To Do About Them from Stanford University
- Algorithms: Design and Analysis, Part 2 from Stanford University
- Probabilistic Graphical Models 3: Learning from Stanford University
- Divide and Conquer, Sorting and Searching, and Randomized Algorithms from Stanford University
- Advanced Software Construction in Java from Massachusetts Institute of Technology
- Mobile Application Experiences Part 3: Building Mobile Apps from Massachusetts Institute of Technology
- Computation Structures 2: Computer Architecture from Massachusetts Institute of Technology
- Mobile Application Experiences from Massachusetts Institute of Technology
- Foundations of Data Science: Prediction and Machine Learning from University of California, Berkeley
- Bitcoin and Cryptocurrencies from University of California, Berkeley
- Blockchain Technology from University of California, Berkeley
- Data Structures and Software Design from University of Pennsylvania
- Software Development Fundamentals from University of Pennsylvania
- Algorithm Design and Analysis from University of Pennsylvania
- Introduction to Neurohacking In R from Johns Hopkins University
- Toward the Future of iOS Development with Swift from University of California, Irvine
- Games, Sensors and Media from University of California, Irvine
- Networking and Security in iOS Applications from University of California, Irvine
- Building Web Applications in PHP from University of Michigan
- Writing, Running, and Fixing Code in C from Duke University
- Pointers, Arrays, and Recursion from Duke University
- Database Systems Concepts & Design from Georgia Institute of Technology
- Database Systems Concepts and Design from Georgia Institute of Technology
- Introduction to Graduate Algorithms from Georgia Institute of Technology
- Software Analysis & Testing from Georgia Institute of Technology
- Animation and CGI Motion from Columbia University
- Data Analytics Foundations for Accountancy II from University of Illinois at Urbana-Champaign
- Creating Virtual Reality (VR) Apps from University of California, San Diego
- String Processing and Pattern Matching Algorithms from University of California, San Diego
- Minecraft, Coding and Teaching from University of California, San Diego
- Algorithmic Design and Techniques from University of California, San Diego
- Data Structures: An Active Learning Approach from University of California, San Diego
- Data Structures Fundamentals from University of California, San Diego
- How Virtual Reality Works from University of California, San Diego
- Graph Algorithms from University of California, San Diego
- Internet of Things: Sensing and Actuation From Devices from University of California, San Diego
- Machine Learning Fundamentals from University of California, San Diego
- Programming Languages, Part B from University of Washington
- Building a Cybersecurity Toolkit from University of Washington
- Cybersecurity: The CISO’s View from University of Washington
- Finding your Cybersecurity Career Path from University of Washington
- Programming Languages, Part C from University of Washington
- 3D Models for Virtual Reality from University of London International Programmes
- Blockchain Basics from University at Buffalo
- Smart Contracts from University at Buffalo
- Blockchain Platforms from University at Buffalo
- 面向对象技术高级课程(The Advanced Object-Oriented Technology) from Peking University
- 算法设计与分析 Design and Analysis of Algorithms from Peking University
- Software Construction: Data Abstraction from The University of British Columbia
- How to Code: Complex Data from The University of British Columbia
- How to Code: Systematic Program Design — Part 3 from The University of British Columbia
- How to Code: Systematic Program Design — Part 2 from The University of British Columbia
- Software Construction: Object-Oriented Design from The University of British Columbia
- Running Product Design Sprints from University of Virginia
- Testing with Agile from University of Virginia
- NoSQL Database Systems from Arizona State University
- SQL for Data Science from University of California, Davis
- LAFF — On Programming for Correctness from The University of Texas at Austin
- Документы и презентации в LaTeX (Introduction to LaTeX) from Higher School of Economics
- Agile Software Development from University of Minnesota
- Lean Software Development from University of Minnesota
- Software Development Processes and Methodologies from University of Minnesota
- Engineering Maintainable Android Apps from Vanderbilt University
- Android App Components — Services, Local IPC, and Content Providers from Vanderbilt University
- Android App Components — Intents, Activities, and Broadcast Receivers from Vanderbilt University
- Java for Android from Vanderbilt University
- Multiplatform Mobile App Development with React Native from The Hong Kong University of Science and Technology
- Front-End Web UI Frameworks and Tools: Bootstrap 4 from The Hong Kong University of Science and Technology
- Front-End Web Development with React from The Hong Kong University of Science and Technology
- Server-side Development with NodeJS, Express and MongoDB from The Hong Kong University of Science and Technology
- Multiplatform Mobile App Development with Web Technologies: Ionic and Cordova from The Hong Kong University of Science and Technology
- Multiplatform Mobile App Development with NativeScript from The Hong Kong University of Science and Technology
- Front-End JavaScript Frameworks: Angular from The Hong Kong University of Science and Technology
- Developing Android Apps with App Inventor from The Hong Kong University of Science and Technology
- Globally Distributed Software Engineering from Delft University of Technology
- Введение в iOS-разработку from Moscow Institute of Physics and Technology
- Разработка веб-сервисов на Golang, часть 2 from Moscow Institute of Physics and Technology
- Быстрый старт в разработке Android-приложений from Moscow Institute of Physics and Technology
- JavaScript, часть 2: прототипы и асинхронность from Moscow Institute of Physics and Technology
- Основы разработки на C++: жёлтый пояс from Moscow Institute of Physics and Technology
- Building Arduino robots and devices from Moscow Institute of Physics and Technology
- Основы HTML и CSS from Moscow Institute of Physics and Technology
- Разработка веб-сервисов на Go — основы языка from Moscow Institute of Physics and Technology
- Fundamentos de Android from Universidad Nacional Autónoma de México
- 用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1)) from National Taiwan University
- Foundations of Data Structures from Indian Institute of Technology Bombay
- Implementation of Data Structures from Indian Institute of Technology Bombay
- Professional Android App Development from Galileo University
- Сетевое администрирование: от теории к практике from Tsinghua University
- Использование механизмов операционных систем в разработке программного обеспечения from National Research Nuclear University MEPhI
- Enterprise Software Lifecycle Management from National Research Nuclear University MEPhI
- Introduction to Java Programming: Fundamental Data Structures and Algorithms from Universidad Carlos iii de Madrid
- The Software Architect Code: Building the Digital World from Universidad Carlos iii de Madrid
- Reviews & Metrics for Software Improvements from University of Alberta
- Object-Oriented Design from University of Alberta
- Design Patterns from University of Alberta
- Service-Oriented Architecture from University of Alberta
- Introduction to Architecting Smart IoT Devices from EIT Digital
- Web Connectivity and Security in Embedded Systems from EIT Digital
- Software Architecture for the Internet of Things from EIT Digital
- Architecting Smart IoT Devices from EIT Digital
- VR Software Development from Google
- Android Basics: User Interface from Google
- Client-Server Communication from Google
- Android Basics: Networking from Google
- Intro to Progressive Web Apps from Google
- Firebase Essentials For Android from Google
- Google Cloud Platform Fundamentals for AWS Professionals from Google Cloud
- Google Maps APIs from Google
- Android Performance from Google
- Offline Web Applications from Google
- Scalable Microservices with Kubernetes from Google
- Android Basics: User Input from Google
- Advanced Android App Development from Google
- Android Basics: Button Clicks from Google
- Data Structures & Algorithms in Python from Google
- Material Design for Android Developers from Google
- Developing Intelligent Apps and Bots from Microsoft
- Application Design Considerations: An Inclusive Approach from Microsoft
- Designing Data Platform Solutions from Microsoft
- Building Functional Prototypes using Node.js from Microsoft
- Algorithms and Data Structures in C# from Microsoft
- Advanced CSS Concepts from Microsoft
- Intermediate C++ from Microsoft
- Introduction to TypeScript 2 from Microsoft
- AngularJS: Advanced Framework Techniques from Microsoft
- Optimizing Performance for SQL Based Applications from Microsoft
- Building Interactive Prototypes using JavaScript from Microsoft
- Asynchronous Programming with Javascript from Microsoft
- Creating Programmatic SQL Database Objects from Microsoft
- Developing SQL Databases from Microsoft
- Implementing In-Memory SQL Database Objects from Microsoft
- Algorithms and Data Structures from Microsoft
- Applied Machine Learning from Microsoft
- AngularJS: Framework Fundamentals from Microsoft
- Introduction to C# from Microsoft
- Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course) from Hebrew University of Jerusalem
- Programmation Concurrente (avec Java) from Sorbonne Universités
- Introduction to Data Structures from University of Adelaide
- C++ For C Programmers, Part B from University of California, Santa Cruz
- SRS Documents: Requirements and Diagrammatic Notations from University of Colorado System
- Cloud Computing Security from University of Colorado System
- Packet Switching Networks and Algorithms from University of Colorado System
- Basic Cryptography and Programming with Crypto API from University of Colorado System
- Asymmetric Cryptography and Key Management from University of Colorado System
- Data Structures and Design Patterns for Game Developers from University of Colorado System
- More C# Programming and Unity from University of Colorado System
- Hacking and Patching from University of Colorado System
- Software Design Threats and Mitigations from University of Colorado System
- Fundamentals of Network Communication from University of Colorado System
- Introduction to C# Programming and Unity from University of Colorado System
- Homeland Security & Cybersecurity Connection — It’s Not About the Terrorists from University of Colorado System
- Requirements Elicitation: Artifact and Stakeholder Analysis from University of Colorado System
- Symmetric Cryptography from University of Colorado System
- Peer-to-Peer Protocols and Local Area Networks from University of Colorado System
- Requirements Gathering for Secure Software Development from University of Colorado System
- Requirements Specifications: Goals and Conflict Analysis from University of Colorado System
- Detecting and Mitigating Cyber Threats and Attacks from University of Colorado System
- Linux Server Management and Security from University of Colorado System
- Design and Analyze Secure Networked Systems from University of Colorado System
- Introduction to Web Cartography: Part 1 from ETH Zurich
- Software Requirements Prioritization: Risk Analysis from University of Colorado System
- Intermediate Object-Oriented Programming for Unity Games from University of Colorado System
- Introduction to DevOps: Transforming and Improving Operations from Linux Foundation
- Introduction to Cloud Infrastructure Technologies from Linux Foundation
- Machine Learning for Musicians and Artists from Goldsmiths, University of London
- Introduction to Kubernetes from Linux Foundation
- 2D Game Development with libGDX from Amazon
- Cybersecurity and the Internet of Things from University System of Georgia
- Cybersecurity and the X-Factor from University System of Georgia
- Orientação a Objetos com Java from Instituto Tecnológico de Aeronáutica
- Mobile Design and Usability for Android from Facebook
- Mobile Design and Usability for iOS from Facebook
- Web App Development with the Power of Node.js from Technische Universität München (Technical University of Munich)
- Fundamentals of Machine Learning in Finance from New York University (NYU)
- UML Class Diagrams for Software Engineering from KU Leuven University
- Internet of Things for Active Aging from Taipei Medical University
- Guided Tour of Machine Learning in Finance from New York University (NYU)
- Gameplay Programming for Video Game Designers from Rochester Institute of Technology
- Advanced Algorithmics and Graph Theory with Python from Institut Mines-Télécom
- Cybersecurity Fundamentals from Rochester Institute of Technology
- Real-Time Cyber Threat Detection and Mitigation from New York University (NYU)
- A Developer’s guide to Node-RED from IBM
- Overview of Advanced Methods of Reinforcement Learning in Finance from New York University (NYU)
- Programming for Everyone — An Introduction to Visual Programming Languages from Weizmann Institute of Science
- Introdução ao Teste de Software from Universidade de São Paulo
- How to Win Coding Competitions: Secrets of Champions from ITMO University
- Concurrency from AdaCore University
- Cloud Computing for Enterprises from University System of Maryland
- Software Testing Fundamentals from University System of Maryland
- Cloud Computing Infrastructure from University System of Maryland
- Software Testing Management from University System of Maryland
- Cloud Computing Management from University System of Maryland
- Formal Software Verification from University System of Maryland
- The MVC Pattern in Ruby
- Learn Backbone.js
- iOS Persistence and Core Data
- Dynamic Web Applications with Sinatra
- Hacker101 from HackerOne
- SQL for Data Analysis
- How to Make an iOS App
- How to create in Android
- Designing RESTful APIs
- Deploying Applications with Heroku
- VR Design
- Building iOS Interfaces
- Fundamentals of Parallelism on Intel Architecture from Intel
- iOS Design Patterns
- Developing Android Apps
- Diseño de Sistemas de información gerencial para Internet con MySQL / PHP y Joomla from Universidad del Rosario
- VR Scenes and Objects
- VR Platforms & Applications
- iOS Networking with Swift
- Fundamentals of Red Hat Enterprise Linux from Red Hat
- An Introduction to Practical Deep Learning from Intel
- C++ For Programmers
- Fundamentals of Containers, Kubernetes, and Red Hat OpenShift from Red Hat
- Introduction: Elements of Microgame Design from Worcester Polytechnic Institute
- UIKit Fundamentals
- Swift for Developers
- Android Basics: Data Storage
Advanced (130)
- Machine Learning Foundations: A Case Study Approach from University of Washington ★★★★☆(38)
- [New] Real-Time Audio Signal Processing in Faust from Stanford University
- [New] Razonamiento artificial from Universidad Nacional Autónoma de México
- [New] Sesenta años de inteligencia artificial from Universidad Nacional Autónoma de México
- Machine Learning: Regression from University of Washington ★★★★★(18)
- Machine Learning for Data Science and Analytics from Columbia University ★★★☆☆(15)
- Neural Networks for Machine Learning from University of Toronto ★★★★☆(15)
- Probabilistic Graphical Models 1: Representation from Stanford University ★★★★☆(14)
- Intro to Deep Learning from Google ★★☆☆☆(13)
- Creative Applications of Deep Learning with TensorFlow
- Machine Learning With Big Data from University of California, San Diego ★★☆☆☆(12)
- Machine Learning for Trading from Georgia Institute of Technology ★★★☆☆(11)
- Hardware Security from University of Maryland, College Park ★★★☆☆(11)
- Bitcoin and Cryptocurrency Technologies from Princeton University ★★★★☆(10)
- Introduction to Artificial Intelligence from Stanford University ★★★★★(9)
- Computational Neuroscience from University of Washington ★★★★☆(8)
- Reinforcement Learning from Brown University ★★☆☆☆(6)
- Machine Learning: Classification from University of Washington ★★★★★(6)
- Intro to Parallel Programming from Nvidia ★★★★☆(6)
- Introduction to Computer Vision from Georgia Institute of Technology ★★★★★(5)
- Advanced Operating Systems from Georgia Institute of Technology ★★★★★(5)
- Enabling Technologies for Data Science and Analytics: The Internet of Things from Columbia University ★☆☆☆☆(5)
- Interactive 3D Graphics from Autodesk ★★★★★(5)
- Machine Learning from Georgia Institute of Technology ★★★★★(4)
- Applied Cryptography from University of Virginia ★★★★☆(4)
- Parallel programming from École Polytechnique Fédérale de Lausanne ★★★★☆(4)
- Introduction to Computer Architecture from Carnegie Mellon University ★★★★★(4)
- Probabilistic Graphical Models 2: Inference from Stanford University ★★★★☆(3)
- Practical Predictive Analytics: Models and Methods from University of Washington ★★☆☆☆(3)
- Machine Learning: Clustering & Retrieval from University of Washington ★★★★★(3)
- Regression Modeling in Practice from Wesleyan University ★★★★☆(3)
- Quantitative Formal Modeling and Worst-Case Performance Analysis from EIT Digital ★★★☆☆(3)
- Nearest Neighbor Collaborative Filtering from University of Minnesota ★★☆☆☆(2)
- High Performance Computer Architecture from Georgia Institute of Technology ★★★★★(1)
- Computability, Complexity & Algorithms from Georgia Institute of Technology ★★★★★(1)
- Computational Photography from Georgia Institute of Technology ★★★★☆(1)
- Introduction to Operating Systems from Georgia Institute of Technology ★★★★★(1)
- Artificial Intelligence (AI) from Columbia University ★☆☆☆☆(1)
- Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud from University of Illinois at Urbana-Champaign ★★★★☆(1)
- Relational Database Support for Data Warehouses from University of Colorado System ★★☆☆☆(1)
- Practical Deep Learning For Coders, Part 1 from fast.ai ★★★★★(1)
- Neural Networks and Deep Learning from deeplearning.ai
- Sequence Models from deeplearning.ai
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization from deeplearning.ai
- Convolutional Neural Networks from deeplearning.ai
- Structuring Machine Learning Projects from deeplearning.ai
- 6.S191: Introduction to Deep Learning from Massachusetts Institute of Technology
- Computation Structures 3: Computer Organization from Massachusetts Institute of Technology
- 6.S094: Deep Learning for Self-Driving Cars from Massachusetts Institute of Technology
- Applied Machine Learning in Python from University of Michigan
- GT — Refresher — Advanced OS from Georgia Institute of Technology
- Intro to Information Security from Georgia Institute of Technology
- High Performance Computing from Georgia Institute of Technology
- Knowledge-Based AI: Cognitive Systems from Georgia Institute of Technology
- Machine Learning from Georgia Institute of Technology
- Cyber-Physical Systems Design & Analysis from Georgia Institute of Technology
- Artificial Intelligence from Georgia Institute of Technology
- Network Security from Georgia Institute of Technology
- Machine Learning from Georgia Institute of Technology
- Cyber-Physical Systems Security from Georgia Institute of Technology
- Compilers: Theory and Practice from Georgia Institute of Technology
- Machine Learning from Columbia University
- NP-Complete Problems from University of California, San Diego
- Concurrent Programming in Java from Rice University
- Parallel Programming in Java from Rice University
- Distributed Programming in Java from Rice University
- Making Your First Virtual Reality Game from University of London International Programmes
- Information Security: Context and Introduction from University of London International Programmes
- Basic Modeling for Discrete Optimization from University of Melbourne
- Advanced Modeling for Discrete Optimization from University of Melbourne
- Solving Algorithms for Discrete Optimization from University of Melbourne
- Nature, in Code: Biology in JavaScript from École Polytechnique Fédérale de Lausanne
- MATLAB et Octave pour débutants from École Polytechnique Fédérale de Lausanne
- Introduction to Formal Concept Analysis from Higher School of Economics
- Natural Language Processing from Higher School of Economics
- Addressing Large Hadron Collider Challenges by Machine Learning from Higher School of Economics
- Deep Learning in Computer Vision from Higher School of Economics
- Обработка изображений from Higher School of Economics
- Bayesian Methods for Machine Learning from Higher School of Economics
- Practical Reinforcement Learning from Higher School of Economics
- Менеджмент информационной безопасности from Higher School of Economics
- Методы и средства защиты информации from Higher School of Economics
- Introduction to Deep Learning from Higher School of Economics
- Introduction to Recommender Systems: Non-Personalized and Content-Based from University of Minnesota
- Recommender Systems: Evaluation and Metrics from University of Minnesota
- Matrix Factorization and Advanced Techniques from University of Minnesota
- 人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence — Search & Logic) from National Taiwan University
- 機器學習基石下 (Machine Learning Foundations) — -Algorithmic Foundations from National Taiwan University
- Discrete Mathematics from Shanghai Jiao Tong University
- System Validation (2): Model process behaviour from EIT Digital
- System Validation (4): Modelling Software, Protocols, and other behaviour from EIT Digital
- Embedded Hardware and Operating Systems from EIT Digital
- System Validation: Automata and behavioural equivalences from EIT Digital
- System Validation (3): Requirements by modal formulas from EIT Digital
- Machine Learning Crash Course with TensorFlow APIs from Google
- Learn TensorFlow and deep learning, without a Ph.D. from Google
- DevOps Practices and Principles from Microsoft
- DevOps for Databases from Microsoft
- DevOps Testing from Microsoft
- Infrastructure as Code from Microsoft
- Introduction to Artificial Intelligence (AI) from Microsoft
- Deep Learning Explained from Microsoft
- Advanced C++ from Microsoft
- Sparse Representations in Image Processing: From Theory to Practice from Technion — Israel Institute of Technology
- Sparse Representations in Signal and Image Processing: Fundamentals from Technion — Israel Institute of Technology
- Cyber-Physical Systems: Modeling and Simulation from University of California, Santa Cruz
- Statistical Machine Learning from Carnegie Mellon University
- Cryptography and Information Theory from University of Colorado System
- Cryptographic Hash and Integrity Protection from University of Colorado System
- Classical Cryptosystems and Core Concepts from University of Colorado System
- Introduction to OpenStack from Linux Foundation
- Introduction to Cloud Foundry and Cloud Native Software Architecture from Linux Foundation
- Blockchain for Business — An Introduction to Hyperledger Technologies from Linux Foundation
- Approximation Algorithms Part II from École normale supérieure
- Mathematics for Machine Learning: PCA from Imperial College London
- Mathematics for Machine Learning: Multivariate Calculus from Imperial College London
- Mathematics for Machine Learning: Linear Algebra from Imperial College London
- Reliable Distributed Algorithms, Part 2 from KTH Royal Institute of Technology
- Computer System Design: Advanced Concepts of Modern Microprocessors from Chalmers University of Technology
- Deep Learning for Natural Language Processing from University of Oxford
- Cutting Edge Deep Learning For Coders, Part 2 from fast.ai
- Cloud Computing Security from University System of Maryland
- Systems and Application Security from (ISC)²
- Security Operations and Administration from (ISC)²
- Identifying, Monitoring, and Analyzing Risk and Incident Response and Recovery from (ISC)²
- Networks and Communications Security from (ISC)²
- Deep Learning Summer School
- Access Controls from (ISC)²
- Big Data Applications: Machine Learning at Scale from Yandex
- Continuous Integration and Deployment