TranslateProject/sources/tech/20180131 440 Free Online Programming Computer Science Courses You Can Start in February.md

440+ Free Online Programming & Computer Science Courses You Can Start in February
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![](https://cdn-images-1.medium.com/max/1250/1*c28Ze3oxasgGMGaV7-qoFw.png)

Six years ago, universities like MIT and Stanford first opened up free online courses to the public. Today, more than 800 schools around the world have created thousands of free online courses.

I’ve compiled this list of over 440 such free online courses that you can start this month. For this, I leveraged [Class Central][450]’s database of over 9,000 courses. I’ve also included each course’s average rating.


![](https://cdn-images-1.medium.com/max/1250/1*qc6pW2c3mjTHVo45iCJaaQ.png)
[Class Central][1]’s home page.

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 February. You can find complete lists of the technology-related courses starting later in 2018 on Class Central’s [Computer Science][451], [Data Science][452], and [Programming][453] 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][454]’s recommendations for the best [Data Science online courses][455] 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][456].

### BEGINNER(112)

*   [An Introduction to Interactive Programming in Python (Part 1)][2] from  _Rice University_  ★★★★★(3018)

*   [Introduction to Computer Science and Programming Using Python][3] from  _Massachusetts Institute of Technology_  ★★★★★(115)

*   [Learn to Program: The Fundamentals][4] from  _University of Toronto_ ★★★★★(100)

*   [Intro to Computer Science][5] from  _University of Virginia_  ★★★★☆(68)

*   [CS50’s Introduction to Computer Science][6] from  _Harvard University_ ★★★★★(65)

*   [An Introduction to Interactive Programming in Python (Part 2)][7] from  _Rice University_  ★★★★★(52)

*   [How to Use Git and GitHub][8]

*   [Introduction to Linux][9] from  _Linux Foundation_  ★★★★☆(37)

*   [Internet History, Technology, and Security][10] from  _University of Michigan_ ★★★★★(36)

*   [Intro to HTML and CSS][11]

*   [Introduction to VBA/Excel Programming][12] from  _Cal Poly Pomona_ ★★★★☆(26)

*   [[New] CS50’s Understanding Technology][13] from  _Harvard University_ 

*   [[New] CS50’s Computer Science for Business Professionals][14] from  _Harvard University_ 

*   [[New] Introducción a la programación en Java: cómo comenzar a programar][15] from  _Universidad Carlos iii de Madrid_ 

*   [[New] Introduction to the Internet of Things (IoT)][16] from  _Curtin University_ 

*   [[New] Version Control with Git][17] from  _Atlassian_ 

*   [JavaScript Basics][18]

*   [CS101: Computer Science 101][19] from  _Stanford University_  ★★★★☆(15)

*   [Programming Basics][20] from  _Indian Institute of Technology Bombay_ ★★☆☆☆(13)

*   [Web Security Fundamentals][21] from  _KU Leuven University_  ★★★★☆(12)

*   [Programming Foundations with Python][22]

*   [Networking: Introduction to Computer Networking][23] from  _Stanford University_  ★★★★★(11)

*   [DB: Introduction to Databases][24] from  _Stanford University_  ★★★★★(11)

*   [Creative Programming for Digital Media & Mobile Apps][25] from  _University of London International Programmes_  ★★★★☆(10)

*   [Programming Foundations with JavaScript, HTML and CSS][26] from  _Duke University_  ★★★★☆(9)

*   [Usable Security][27] from  _University of Maryland, College Park_  ★★★☆☆(9)

*   [Introduction to Bootstrap — A Tutorial][28] from  _Microsoft_  ★★★☆☆(9)

*   [HTML5 Coding Essentials and Best Practices][29] from  _World Wide Web Consortium (W3C)_  ★★★★☆(9)

*   [Python for Everybody — Exploring Information][30]

*   [Learn to Program: Crafting Quality Code][31] from  _University of Toronto_ ★★★★☆(7)

*   [Introduction to Programming for the Visual Arts with p5.js][32] from  _University of California, Los Angeles_  ★★★★★(7)

*   [Intro to Relational Databases][33]

*   [Introduction to jQuery][34] from  _Microsoft_  ★★★★☆(5)

*   [HTML5 and CSS Fundamentals][35] from  _World Wide Web Consortium (W3C)_ ★★★★☆(5)

*   [Java Programming Basics][36]

*   [Linux Command Line Basics][37]

*   [Introduction to Java Programming — Part 1][38] from  _The Hong Kong University of Science and Technology_  ★★★★☆(4)

*   [Introduction to Java Programming: Starting to code in Java][39] from  _Universidad Carlos iii de Madrid_  ★★★★☆(4)

*   [Paradigms of Computer Programming — Abstraction and Concurrency][40]from  _Université catholique de Louvain_  ★★★★☆(4)

*   [Paradigms of Computer Programming — Fundamentals][41] from  _Université catholique de Louvain_  ★★★★★(4)

*   [Programming in Scratch][42] from  _Harvey Mudd College_  ★★★★★(4)

*   [Programming for the Web with JavaScript][43] from  _University of Pennsylvania_ ★★★★★(2)

*   [The Beauty and Joy of Computing — AP® CS Principles Part 1][44] from  _University of California, Berkeley_  ★★★★★(2)

*   [Introduction to Computing using Python][45] from  _Georgia Institute of Technology_  ★★★★★(2)

*   [Object-Oriented Programming][46] from  _Indian Institute of Technology Bombay_ ★★★★☆(2)

*   [Think. Create. Code][47] from  _University of Adelaide_  ★★★★★(2)

*   [The Computing Technology Inside Your Smartphone][48] from  _Cornell University_  ★★★★★(2)

*   [Android Basics: Make Your First App][49] from  _Google_  ★★★★☆(2)

*   [Learn to Program Using Python][50] from  _University of Texas Arlington_ ★★★★★(2)

*   [Introduction to HTML and JavaScript][51] from  _Microsoft_  ★★★★★(2)

*   [CS For All: Introduction to Computer Science and Python Programming][52]from  _Harvey Mudd College_  ★★★★★(2)

*   [Intro to JavaScript][53]

*   [Android for Beginners][54]

*   [Networks: Friends, Money, and Bytes][55] from  _Princeton University_ ★★★☆☆(1)

*   [How to Code: Simple Data][56] from  _The University of British Columbia_ ★★★★★(1)

*   [Web Development and Design using Wordpress][57] from  _California Institute of the Arts_  ★★★★☆(1)

*   [Android App Development for Beginners][58] from  _Galileo University_ ★☆☆☆☆(1)

*   [Android App Development for Beginners][59] from  _Galileo University_ ★☆☆☆☆(1)

*   [Web Coding Fundamentals for Artists][60] from  _National University of Singapore_  ★★★★☆(1)

*   [Introduction to ReactJS][61] from  _Microsoft_  ★★☆☆☆(1)

*   [Introduction to Node.js][62] from  _Microsoft_  ★★★★★(1)

*   [Learn to Program in Java][63] from  _Microsoft_  ★★★★★(1)

*   [Computing: Art, Magic, Science][64] from  _ETH Zurich_  ★★★★☆(1)

*   [Cyber Security: Safety at Home, Online, in Life][65] from  _Newcastle University_ ★★★☆☆(1)

*   [Software Engineering Essentials][66] from  _Technische Universität München (Technical University of Munich)_  ★★★★★(1)

*   [MyCS: Computer Science for Beginners][67] from  _Harvey Mudd College_ ★★★☆☆(1)

*   [Version Control with Git][68]

*   [Web Applications for Everybody][69]

*   [CS50’s AP® Computer Science Principles][70] from  _Harvard University_ 

*   [Programming Fundamentals][71] from  _Duke University_ 

*   [Introduction to Cybersecurity][72] from  _University of Washington_ 

*   [Python Data Representations][73] from  _Rice University_ 

*   [Python Programming Essentials][74] from  _Rice University_ 

*   [Software Engineering: Introduction][75] from  _The University of British Columbia_ 

*   [Introduction to Web Development][76] from  _University of California, Davis_ 

*   [Introduction to Java Programming — Part 2][77] from  _The Hong Kong University of Science and Technology_ 

*   [Excel/VBA for Creative Problem Solving, Part 2][78] from  _University of Colorado Boulder_ 

*   [Excel/VBA for Creative Problem Solving, Part 2][79] from  _University of Colorado Boulder_ 

*   [AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures][80] from  _Purdue University_ 

*   [AP Computer Science A: Java Programming Loops and Data Structures][81]from  _Purdue University_ 

*   [AP Computer Science A: Java Programming Classes and Objects][82] from  _Purdue University_ 

*   [Java Fundamentals for Android Development][83] from  _Galileo University_ 

*   [Monetize Android Apps with Business Models][84] from  _Galileo University_ 

*   [Monetize Android Apps with Business Models][85] from  _Galileo University_ 

*   [Java Fundamentals for Android Development][86] from  _Galileo University_ 

*   [Introduction to Java Programming: Writing Good Code][87] from  _Universidad Carlos iii de Madrid_ 

*   [Cyber Security Basics: A Hands-on Approach][88] from  _Universidad Carlos iii de Madrid_ 

*   [Deep Learning for Business][89] from  _Yonsei University_ 

*   [Introduction to TCP/IP][90] from  _Yonsei University_ 

*   [Video Game Design and Balance][91] from  _Rochester Institute of Technology_ 

*   [Web Accessibility][92] from  _Google_ 

*   [Mobile Web Development][93] from  _Google_ 

*   [Introduction to Programming Using Python][94] from  _University of Texas Arlington_ 

*   [Introduction to Python: Absolute Beginner][95] from  _Microsoft_ 

*   [Introduction to Python: Fundamentals][96] from  _Microsoft_ 

*   [Introduction to Design Thinking][97] from  _Microsoft_ 

*   [Logic and Computational Thinking][98] from  _Microsoft_ 

*   [Writing Professional Code][99] from  _Microsoft_ 

*   [Object Oriented Programming in Java][100] from  _Microsoft_ 

*   [CSS Basics][101] from  _Microsoft_ 

*   [Computing: Art, Magic, Science — Part II][102] from  _ETH Zurich_ 

*   [JavaScript Introduction][103] from  _World Wide Web Consortium (W3C)_ 

*   [Object-oriented Programming in Python: Create Your Own Adventure Game][104] from  _Raspberry Pi Foundation_ 

*   [Learn Swift Programming Syntax][105]

*   [JavaScript and the DOM][106]

*   [Blockchain in the Energy Sector][107] from  _InnoEnergy_ 

*   [Introduction to Virtual Reality][108]

*   [ES6 — JavaScript Improved][109]

*   [Introduction to Python][110]

*   [HTTP & Web Servers][111]

*   [GitHub & Collaboration][112]

*   [Swift for Beginners][113]

### INTERMEDIATE(259)

*   [Machine Learning][114] from  _Stanford University_  ★★★★★(325)

*   [Algorithms, Part I][115] from  _Princeton University_  ★★★★★(58)

*   [Machine Learning for Musicians and Artists][116] from  _Goldsmiths, University of London_  ★★★★★(57)

*   [Cryptography I][117] from  _Stanford University_  ★★★★★(49)

*   [CS188.1x: Artificial Intelligence][118] from  _University of California, Berkeley_ ★★★★★(30)

*   [Principles of Computing (Part 1)][119] from  _Rice University_  ★★★★★(29)

*   [[New] Algorithmic Design and Techniques][120] from  _University of California, San Diego_ 

*   [Software Security ][121]from  _University of Maryland, College Park_ ★★★★☆(25)

*   [[New] Introduction to Soft Computing][122] from  _Indian Institute of Technology, Kharagpur_ 

*   [[New] Cloud Computing][123] from  _Indian Institute of Technology, Kharagpur_ 

*   [[New] Database Management System][124] from  _Indian Institute of Technology, Kharagpur_ 

*   [[New] Introduction To Haskell Programming][125] from  _Chennai Mathematical Institute_ 

*   [Algorithms, Part II][126] from  _Princeton University_  ★★★★★(21)

*   [Professional Web Accessibility Auditing Made Easy][127] from  _Chang School of Continuing Education_  ★★★★★(21)

*   [Agile Development Using Ruby on Rails — The Basics][128] from  _University of California, Berkeley_  ★★★★★(19)

*   [Automata Theory][129] from  _Stanford University_  ★★★★☆(18)

*   [Intro to Machine Learning][130] from  _Stanford University_  ★★★★☆(18)

*   [Web Development][131]

*   [Principles of Computing (Part 2)][132] from  _Rice University_  ★★★★☆(16)

*   [Android Development for Beginners][133] from  _Google_  ★★★★☆(16)

*   [C++ For C Programmers, Part A][134] from  _University of California, Santa Cruz_ ★★★☆☆(16)

*   [The Nature of Code][135] from  _Processing Foundation_  ★★★★★(16)

*   [Concepts in Game Development][136] from  _Swinburne University of Technology_ ★★★★☆(15)

*   [Algorithmic Thinking (Part 1)][137] from  _Rice University_  ★★★★☆(14)

*   [Design of Computer Programs][138] from  _Stanford University_  ★★★★☆(13)

*   [Java Programming: Solving Problems with Software][139] from  _Duke University_ ★★★☆☆(13)

*   [Responsive Web Design][140] from  _University of London International Programmes_  ★★★★☆(12)

*   [Discrete Optimization][141] from  _University of Melbourne_  ★★★★☆(12)

*   [Introduction to Game Development][142] from  _Michigan State University_ ★★★★★(12)

*   [Introduction to Functional Programming][143] from  _Delft University of Technology_  ★★★★☆(11)

*   [Developing Android Apps][144] from  _Google_  ★★★☆☆(11)

*   [Object-Oriented JavaScript][145] from  _Hack Reactor_  ★★★★★(11)

*   [Programming Languages][146] from  _University of Virginia_  ★★★☆☆(10)

*   [Algorithmic Thinking (Part 2)][147] from  _Rice University_  ★★★★☆(9)

*   [Responsive Web Design Fundamentals][148] from  _Google_  ★★★★★(9)

*   [Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital][149] from  _Duke University_  ★★★★☆(8)

*   [Cryptography][150] from  _University of Maryland, College Park_  ★★★★☆(8)

*   [Cryptography][151] from  _University of Maryland, College Park_  ★★★★☆(8)

*   [Learning from Data (Introductory Machine Learning course)][152] from  _California Institute of Technology_  ★★★★★(8)

*   [Julia Scientific Programming][153] from  _University of Cape Town_  ★★★★★(8)

*   [Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure][154]from  _University of Illinois at Urbana-Champaign_  ★★★☆☆(7)

*   [Introduction To Swift Programming][155] from  _University of Toronto_ ★☆☆☆☆(7)

*   [Software Testing][156] from  _University of Utah_  ★★★★☆(7)

*   [Data Wrangling with MongoDB][157] from  _MongoDB University_  ★★★★☆(7)

*   [Intro to AJAX][158]

*   [Computer Architecture][159] from  _Princeton University_  ★★★★☆(6)

*   [Internet of Things: How did we get here?][160] from  _University of California, San Diego _ ★★☆☆☆(6)

*   [Introduction to Meteor.js Development ][161]from  _University of London International Programmes_  ★★★★☆(6)

*   [How to Code: Systematic Program Design — Part 1][162] from  _The University of British Columbia_  ★★★★☆(6)

*   [Intro to DevOps][163] from  _Nutanix_  ★★★☆☆(6)

*   [Full Stack Foundations][164]

*   [Intro to Algorithms][165]

*   [Software Construction in Java][166] from  _Massachusetts Institute of Technology_ ★★★★★(5)

*   [Agile Development Using Ruby on Rails — Advanced][167] from  _University of California, Berkeley_  ★★★★★(5)

*   [Computer Graphics][168] from  _University of California, Berkeley_  ★★★★☆(5)

*   [Software Development Process][169] from  _Georgia Institute of Technology_ ★★★★☆(5)

*   [Computer Networking][170] from  _Georgia Institute of Technology_  ★★★★☆(5)

*   [Java Programming: Arrays, Lists, and Structured Data][171] from  _Duke University_  ★★★★★(5)

*   [Cloud Computing Concepts: Part 2][172] from  _University of Illinois at Urbana-Champaign_  ★★★★★(5)

*   [HTML5 Game Development][173] from  _Google_  ★★★☆☆(5)

*   [Introduction to C++][174] from  _Microsoft_  ★★★★☆(5)

*   [Software Debugging][175] from  _Saarland University_  ★★★★★(5)

*   [Parallel Programming Concepts][176]

*   [Intro to iOS App Development with Swift][177]

*   [Internet of Things: Setting Up Your DragonBoard™ Development Platform][178]from  _University of California, San Diego _ ★★★☆☆(4)

*   [Internet of Things & Augmented Reality Emerging Technologies][179] from  _Yonsei University_  ★★★☆☆(4)

*   [Database Management Essentials][180] from  _University of Colorado System_ ★★★★☆(4)

*   [Website Performance Optimization][181] from  _Google_  ★★★★☆(4)

*   [UX Design for Mobile Developers][182] from  _Google_  ★★★★★(4)

*   [Querying Data with Transact-SQL][183] from  _Microsoft_  ★★★★☆(4)

*   [Interactive Computer Graphics][184] from  _The University of Tokyo_  ★★☆☆☆(4)

*   [Intro to jQuery][185]

*   [Using Python for Research][186] from  _Harvard University_  ★★★☆☆(3)

*   [Networks Illustrated: Principles without Calculus][187] from  _Princeton University_ ★★★★☆(3)

*   [VLSI CAD Part I: Logic][188] from  _University of Illinois at Urbana-Champaign_ ★★★★★(3)

*   [Internet of Things: Communication Technologies][189] from  _University of California, San Diego _ ★★★☆☆(3)

*   [MATLAB and Octave for Beginners][190] from  _École Polytechnique Fédérale de Lausanne_  ★★★☆☆(3)

*   [Wireless Communication Emerging Technologies][191] from  _Yonsei University_ ★★★★☆(3)

*   [JavaScript Promises][192] from  _Google_  ★★★★★(3)

*   [Android Basics: Multiscreen Apps][193] from  _Google_  ★★★★☆(3)

*   [Android Basics: User Input][194] from  _Google_  ★★★★☆(3)

*   [DevOps for Developers: How to Get Started][195] from  _Microsoft_  ★★★★☆(3)

*   [Autonomous Mobile Robots][196] from  _ETH Zurich_  ★★★☆☆(3)

*   [Agile Software Development][197] from  _ETH Zurich_  ★★★★☆(3)

*   [JavaScript Testing][198]

*   [Configuring Linux Web Servers][199]

*   [JavaScript Design Patterns][200]

*   [Compilers][201] from  _Stanford University_  ★★★★☆(2)

*   [LPL: Language, Proof and Logic][202] from  _Stanford University_  ★★★★★(2)

*   [Mobile Application Experiences Part 1: From a Domain to an App Idea][203]from  _Massachusetts Institute of Technology_  ★★★★★(2)

*   [Machine Learning: Unsupervised Learning][204] from  _Brown University_ ★★★★★(2)

*   [Programming Languages, Part B][205] from  _University of Washington_ ★★★★★(2)

*   [Responsive Website Tutorial and Examples][206] from  _University of London International Programmes_  ★★★★★(2)

*   [iOS App Development Basics][207] from  _University of Toronto_  ★★★★☆(2)

*   [Programming, Data Structures and Algorithms][208] from  _Indian Institute of Technology Madras_  ★★☆☆☆(2)

*   [Android App Components — Services, Local IPC, and Content Providers][209]from  _Vanderbilt University_  ★★★☆☆(2)

*   [Android App Components — Intents, Activities, and Broadcast Receivers][210]from  _Vanderbilt University_  ★★★☆☆(2)

*   [Introduction to Mobile Application Development using Android][211] from  _The Hong Kong University of Science and Technology_  ★★★★☆(2)

*   [Internet Emerging Technologies][212] from  _Yonsei University_  ★★★☆☆(2)

*   [Object-Oriented Design][213] from  _University of Alberta_  ★★★☆☆(2)

*   [Android Basics: Networking][214] from  _Google_  ★★★★☆(2)

*   [Browser Rendering Optimization][215] from  _Google_  ★★★★☆(2)

*   [Google Cloud Platform Fundamentals: Core Infrastructure][216] from  _Google_ ★★★★☆(2)

*   [Client-Server Communication][217] from  _Google_  ★★★★★(2)

*   [Developing International Software, Part 1][218] from  _Microsoft_  ★★★★☆(2)

*   [Analyzing and Visualizing Data with Power BI][219] from  _Microsoft_ ★★★★★(2)

*   [Networking for Web Developers][220]

*   [Computation Structures 2: Computer Architecture][221] from  _Massachusetts Institute of Technology_  ★★★★☆(1)

*   [Software Development Fundamentals][222] from  _University of Pennsylvania_ ★★★☆☆(1)

*   [Software Architecture & Design][223] from  _Georgia Institute of Technology_ ★★★★★(1)

*   [Database Systems Concepts & Design][224] from  _Georgia Institute of Technology_ ★★★★☆(1)

*   [Programming Languages, Part C][225] from  _University of Washington_ ★★★★★(1)

*   [How to Code: Complex Data][226] from  _The University of British Columbia_ ★★★★★(1)

*   [Running Product Design Sprints][227] from  _University of Virginia_  ★★★☆☆(1)

*   [Java for Android][228] from  _Vanderbilt University_  ★☆☆☆☆(1)

*   [Server-side Development with NodeJS, Express and MongoDB][229] from  _The Hong Kong University of Science and Technology_  ★★★★★(1)

*   [Cyber Security Economics][230] from  _Delft University of Technology_ ★★☆☆☆(1)

*   [Web Application Development: Basic Concepts][231] from  _University of New Mexico_  ★★★★☆(1)

*   [Algorithms][232] from  _Indian Institute of Technology Bombay_  ★★★★★(1)

*   [Android: Introducción a la Programación][233] from  _Universitat Politècnica de València_  ★★★★☆(1)

*   [Service-Oriented Architecture][234] from  _University of Alberta_  ★★★★★(1)

*   [Design Patterns][235] from  _University of Alberta_  ★☆☆☆☆(1)

*   [Cybersecurity and Mobility][236] from  _University System of Georgia_ ★☆☆☆☆(1)

*   [Google Cloud Platform Fundamentals for AWS Professionals][237] from  _Google Cloud_  ★★☆☆☆(1)

*   [Android Basics: User Interface][238] from  _Google_  ★★☆☆☆(1)

*   [Scalable Microservices with Kubernetes][239] from  _Google_  ★★★★☆(1)

*   [Developing Scalable Apps in Java][240] from  _Google_  ★★★★☆(1)

*   [Android Performance][241] from  _Google_  ★★★★★(1)

*   [Android Basics: Button Clicks][242] from  _Google_  ★★★☆☆(1)

*   [Gradle for Android and Java][243] from  _Google_  ★★★★★(1)

*   [VR Software Development][244] from  _Google_  ★★★★☆(1)

*   [Developing Scalable Apps in Python][245] from  _Google_  ★★★★☆(1)

*   [Material Design for Android Developers][246] from  _Google_  ★★★★★(1)

*   [Intermediate C++][247] from  _Microsoft_  ★★★★☆(1)

*   [Introduction to C#][248] from  _Microsoft_  ★★☆☆☆(1)

*   [AngularJS: Advanced Framework Techniques][249] from  _Microsoft_ ★★★★☆(1)

*   [Principles of Machine Learning][250] from  _Microsoft_  ★★★★★(1)

*   [Asynchronous Programming with Javascript][251] from  _Microsoft_ ★★★★★(1)

*   [Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)][252] from  _Hebrew University of Jerusalem_ ★★★★★(1)

*   [A developer’s guide to the Internet of Things (IoT)][253] from  _IBM_ ★★★★☆(1)

*   [Introduction to Cloud Infrastructure Technologies][254] from  _Linux Foundation_ ★★★★☆(1)

*   [2D Game Development with libGDX][255] from  _Amazon_  ★★★★★(1)

*   [Introduction to Real-Time Systems][256] from  _IEEE_  ★★★★☆(1)

*   [Design and Analysis of Algorithms][257] from  _Chennai Mathematical Institute_ ★★★☆☆(1)

*   [How to Win Coding Competitions: Secrets of Champions][258] from  _ITMO University_  ★★★☆☆(1)

*   [HTML5 Apps and Games][259] from  _World Wide Web Consortium (W3C)_ ★★★☆☆(1)

*   [Technical Interview][260] from  _Pramp_  ★★★★★(1)

*   [Android Basics: Data Storage][261]

*   [Intro to Theoretical Computer Science][262]

*   [Algorithms: Design and Analysis][263] from  _Stanford University_ 

*   [Shortest Paths Revisited, NP-Complete Problems and What To Do About Them][264] from  _Stanford University_ 

*   [Mobile Application Experiences][265] from  _Massachusetts Institute of Technology_ 

*   [Advanced Software Construction in Java][266] from  _Massachusetts Institute of Technology_ 

*   [Mobile Application Experiences Part 3: Building Mobile Apps][267] from  _Massachusetts Institute of Technology_ 

*   [Algorithm Design and Analysis][268] from  _University of Pennsylvania_ 

*   [Data Structures and Software Design][269] from  _University of Pennsylvania_ 

*   [Introduction to Neurohacking In R][270] from  _Johns Hopkins University_ 

*   [Database Systems Concepts and Design][271] from  _Georgia Institute of Technology_ 

*   [Software Analysis & Testing][272] from  _Georgia Institute of Technology_ 

*   [Writing, Running, and Fixing Code in C][273] from  _Duke University_ 

*   [Animation and CGI Motion][274] from  _Columbia University_ 

*   [Minecraft, Coding and Teaching][275] from  _University of California, San Diego_ 

*   [Internet of Things: Sensing and Actuation From Devices][276] from  _University of California, San Diego_ 

*   [How Virtual Reality (VR) Works][277] from  _University of California, San Diego_ 

*   [Creating Virtual Reality (VR) Apps][278] from  _University of California, San Diego_ 

*   [Building a Cybersecurity Toolkit][279] from  _University of Washington_ 

*   [Cybersecurity: The CISO’s View][280] from  _University of Washington_ 

*   [Build Your Own iOS App][281] from  _University of Toronto_ 

*   [算法设计与分析 Design and Analysis of Algorithms][282] from  _Peking University_ 

*   [面向对象技术高级课程（The Advanced Object-Oriented Technology）][283]from  _Peking University_ 

*   [How to Code: Systematic Program Design — Part 3][284] from  _The University of British Columbia_ 

*   [How to Code: Systematic Program Design — Part 2][285] from  _The University of British Columbia_ 

*   [Software Construction: Data Abstraction][286] from  _The University of British Columbia_ 

*   [Software Construction: Object-Oriented Design][287] from  _The University of British Columbia_ 

*   [Testing with Agile][288] from  _University of Virginia_ 

*   [SQL for Data Science][289] from  _University of California, Davis_ 

*   [LAFF — On Programming for Correctness][290] from  _The University of Texas at Austin_ 

*   [Multiplatform Mobile App Development with NativeScript][291] from  _The Hong Kong University of Science and Technology_ 

*   [Front-End JavaScript Frameworks: Angular][292] from  _The Hong Kong University of Science and Technology_ 

*   [Multiplatform Mobile App Development with Web Technologies: Ionic and Cordova][293] from  _The Hong Kong University of Science and Technology_ 

*   [Developing Android Apps with App Inventor][294] from  _The Hong Kong University of Science and Technology_ 

*   [Front-End Web UI Frameworks and Tools: Bootstrap 4][295] from  _The Hong Kong University of Science and Technology_ 

*   [Globally Distributed Software Engineering][296] from  _Delft University of Technology_ 

*   [Основы разработки на C++: жёлтый пояс][297] from  _Moscow Institute of Physics and Technology_ 

*   [Building Arduino robots and devices][298] from  _Moscow Institute of Physics and Technology_ 

*   [Implementation of Data Structures][299] from  _Indian Institute of Technology Bombay_ 

*   [Foundations of Data Structures][300] from  _Indian Institute of Technology Bombay_ 

*   [Professional Android App Development][301] from  _Galileo University_ 

*   [Professional Android App Development][302] from  _Galileo University_ 

*   [The Software Architect Code: Building the Digital World][303] from  _Universidad Carlos iii de Madrid_ 

*   [Introduction to Java Programming: Fundamental Data Structures and Algorithms][304] from  _Universidad Carlos iii de Madrid_ 

*   [Enterprise Software Lifecycle Management][305] from  _National Research Nuclear University MEPhI_ 

*   [Использование механизмов операционных систем в разработке программного обеспечения][306] from  _National Research Nuclear University MEPhI_ 

*   [Requirements Elicitation: Artifact and Stakeholder Analysis][307] from  _University of Colorado System_ 

*   [Linux Server Management and Security][308] from  _University of Colorado System_ 

*   [Requirements Specifications: Goals and Conflict Analysis][309] from  _University of Colorado System_ 

*   [Software Requirements Prioritization: Risk Analysis][310] from  _University of Colorado System_ 

*   [Homeland Security & Cybersecurity Connection — It’s Not About the Terrorists][311] from  _University of Colorado System_ 

*   [SRS Documents: Requirements and Diagrammatic Notations][312] from  _University of Colorado System_ 

*   [Requirements Gathering for Secure Software Development][313] from  _University of Colorado System_ 

*   [Software Testing Management][314] from  _University System of Maryland_ 

*   [Cloud Computing for Enterprises][315] from  _University System of Maryland_ 

*   [Cloud Computing Infrastructure][316] from  _University System of Maryland_ 

*   [Formal Software Verification][317] from  _University System of Maryland_ 

*   [Software Testing Fundamentals][318] from  _University System of Maryland_ 

*   [Cloud Computing Management][319] from  _University System of Maryland_ 

*   [Introduction to Data Structures][320] from  _University of Adelaide_ 

*   [Gameplay Programming for Video Game Designers][321] from  _Rochester Institute of Technology_ 

*   [Teamwork & Collaboration][322] from  _Rochester Institute of Technology_ 

*   [Web Connectivity and Security in Embedded Systems][323] from  _EIT Digital_ 

*   [Architecting Smart IoT Devices][324] from  _EIT Digital_ 

*   [Introduction to Architecting Smart IoT Devices][325] from  _EIT Digital_ 

*   [Cybersecurity and the X-Factor][326] from  _University System of Georgia_ 

*   [Intro to Progressive Web Apps][327] from  _Google_ 

*   [Advanced Android App Development][328] from  _Google_ 

*   [Google Maps APIs][329] from  _Google_ 

*   [Offline Web Applications][330] from  _Google_ 

*   [Firebase Essentials For Android][331] from  _Google_ 

*   [Developing Intelligent Apps and Bots][332] from  _Microsoft_ 

*   [Developing SQL Databases][333] from  _Microsoft_ 

*   [Building Functional Prototypes using Node.js][334] from  _Microsoft_ 

*   [Building Interactive Prototypes using JavaScript][335] from  _Microsoft_ 

*   [Algorithms and Data Structures][336] from  _Microsoft_ 

*   [Algorithms and Data Structures in C#][337] from  _Microsoft_ 

*   [Creating Programmatic SQL Database Objects][338] from  _Microsoft_ 

*   [AngularJS: Framework Fundamentals][339] from  _Microsoft_ 

*   [Introduction to TypeScript 2][340] from  _Microsoft_ 

*   [Advanced CSS Concepts][341] from  _Microsoft_ 

*   [Implementing In-Memory SQL Database Objects][342] from  _Microsoft_ 

*   [Optimizing Performance for SQL Based Applications][343] from  _Microsoft_ 

*   [Programmation Concurrente (avec Java)][344] from  _Sorbonne Universités_ 

*   [C++ For C Programmers, Part B][345] from  _University of California, Santa Cruz_ 

*   [Introduction to Kubernetes][346] from  _Linux Foundation_ 

*   [Introduction to DevOps: Transforming and Improving Operations][347] from  _Linux Foundation_ 

*   [Introduction to DevOps: Transforming and Improving Operations][348] from  _Linux Foundation_ 

*   [UML Class Diagrams for Software Engineering][349] from  _KU Leuven University_ 

*   [Mobile Usability and Design for Android][350] from  _Facebook_ 

*   [Mobile Usability and Design for IOS][351] from  _Facebook_ 

*   [Concurrency][352] from  _AdaCore University_ 

*   [Fundamentals of Red Hat Enterprise Linux][353] from  _Red Hat_ 

*   [Fundamentals of Containers, Kubernetes, and Red Hat OpenShift][354] from  _Red Hat_ 

*   [C++ For Programmers][355]

*   [Learn Backbone.js][356]

*   [How to create in Android][357]

*   [How to Make an iOS App][358]

*   [iOS Persistence and Core Data][359]

*   [UIKit Fundamentals][360]

*   [iOS Networking with Swift][361]

*   [Designing RESTful APIs][362]

*   [VR Platforms & Applications][363]

*   [Swift for Developers][364]

*   [The MVC Pattern in Ruby][365]

*   [Deploying Applications with Heroku][366]

*   [Dynamic Web Applications with Sinatra][367]

*   [Building iOS Interfaces][368]

*   [VR Design][369]

*   [New Android Fundamentals][370]

*   [iOS Design Patterns][371]

*   [VR Scenes and Objects][372]

### ADVANCED(78)

*   [Creative Applications of Deep Learning with TensorFlow][373]

*   [[New] An Introduction to Probability in Computing][374] from  _Indian Institute of Technology Madras_ 

*   [[New] Information security — IV][375] from  _Indian Institute of Technology Madras_ 

*   [[New] Matlab Programming For Numerical Computation][376] from  _Indian Institute of Technology Madras_ 

*   [[New] Digital Switching — I][377] from  _Indian Institute of Technology Kanpur_ 

*   [[New] Advanced Graph Theory][378] from  _Indian Institute of Technology Kanpur_ 

*   [[New] Deep Learning in Computer Vision][379] from  _Higher School of Economics_ 

*   [[New] Natural Language Processing][380] from  _Higher School of Economics_ 

*   [[New] Practical Reinforcement Learning][381] from  _Higher School of Economics_ 

*   [[New] Real Time Operating System][382] from  _Indian Institute of Technology, Kharagpur_ 

*   [[New] Traditional and Non-Traditional Optimization Tools][383] from  _Indian Institute of Technology, Kharagpur_ 

*   [[New] Basics of software-defined radios and practical applications][384] from  _Indian Institute of Technology Roorkee_ 

*   [[New] Sparse Representations in Image Processing: From Theory to Practice][385] from  _Technion — Israel Institute of Technology_ 

*   [Introduction to Artificial Intelligence][386] from  _Stanford University_ ★★★★☆(24)

*   [Neural Networks for Machine Learning][387] from  _University of Toronto_ ★★★★☆(22)

*   [Machine Learning for Data Science and Analytics][388] from  _Columbia University_ ★★★☆☆(15)

*   [Machine Learning for Trading][389] from  _Georgia Institute of Technology_ ★★★☆☆(13)

*   [Neural Networks and Deep Learning][390] from  _deeplearning.ai_  ★★★★★(9)

*   [Artificial Intelligence (AI)][391] from  _Columbia University_  ★★★★☆(9)

*   [Computational Neuroscience][392] from  _University of Washington_  ★★★★☆(8)

*   [Introduction to Computer Vision][393] from  _Georgia Institute of Technology_ ★★★★★(6)

*   [Reinforcement Learning][394] from  _Brown University_  ★★☆☆☆(6)

*   [Intro to Parallel Programming][395] from  _Nvidia_  ★★★★☆(6)

*   [Interactive 3D Graphics][396] from  _Autodesk_  ★★★★☆(6)

*   [Machine Learning][397] from  _Georgia Institute of Technology_  ★★★★★(5)

*   [Enabling Technologies for Data Science and Analytics: The Internet of Things][398] from  _Columbia University_  ★☆☆☆☆(5)

*   [Applied Cryptography][399] from  _University of Virginia_  ★★★★☆(5)

*   [Practical Deep Learning For Coders, Part 1][400] from  _fast.ai_  ★★★★☆(5)

*   [Advanced Operating Systems][401] from  _Georgia Institute of Technology_ ★★★★★(4)

*   [Machine Learning][402] from  _Columbia University_  ★★★★★(4)

*   [Introduction to Computer Architecture][403] from  _Carnegie Mellon University_ ★★★★★(4)

*   [Probabilistic Graphical Models 2: Inference][404] from  _Stanford University_ ★★★★☆(3)

*   [Applied Machine Learning in Python][405] from  _University of Michigan_ ★★★★☆(3)

*   [Quantitative Formal Modeling and Worst-Case Performance Analysis][406] from  _EIT Digital _ ★★★☆☆(3)

*   [6.S191: Introduction to Deep Learning][407] from  _Massachusetts Institute of Technology_  ★★★★☆(2)

*   [Introduction to Operating Systems][408] from  _Georgia Institute of Technology_ ★★★★★(2)

*   [Nearest Neighbor Collaborative Filtering][409] from  _University of Minnesota_ ★★☆☆☆(2)

*   [6.S094: Deep Learning for Self-Driving Cars][410] from  _Massachusetts Institute of Technology_  ★★★★☆(1)

*   [High Performance Computer Architecture][411] from  _Georgia Institute of Technology_  ★★★★★(1)

*   [Computability, Complexity & Algorithms][412] from  _Georgia Institute of Technology_  ★★★★★(1)

*   [Computational Photography][413] from  _Georgia Institute of Technology_ ★★★★☆(1)

*   [Intro to Information Security][414] from  _Georgia Institute of Technology_ ★☆☆☆☆(1)

*   [Knowledge-Based AI: Cognitive Systems][415] from  _Georgia Institute of Technology_  ★★★☆☆(1)

*   [Embedded Hardware and Operating Systems][416] from  _EIT Digital _ ★☆☆☆☆(1)

*   [Learn TensorFlow and deep learning, without a Ph.D.][417] from  _Google_ ★★★★☆(1)

*   [DevOps Practices and Principles][418] from  _Microsoft_  ★★☆☆☆(1)

*   [Sparse Representations in Signal and Image Processing: Fundamentals][419]from  _Technion — Israel Institute of Technology_  ★★★★★(1)

*   [Introduction to Cloud Foundry and Cloud Native Software Architecture][420]from  _Linux Foundation_  ★★★★★(1)

*   [Blockchain for Business — An Introduction to Hyperledger Technologies][421]from  _Linux Foundation_  ★★★★☆(1)

*   [Computation Structures 3: Computer Organization][422] from  _Massachusetts Institute of Technology_ 

*   [GT — Refresher — Advanced OS][423] from  _Georgia Institute of Technology_ 

*   [High Performance Computing][424] from  _Georgia Institute of Technology_ 

*   [Compilers: Theory and Practice][425] from  _Georgia Institute of Technology_ 

*   [Cyber-Physical Systems Security][426] from  _Georgia Institute of Technology_ 

*   [Network Security][427] from  _Georgia Institute of Technology_ 

*   [Artificial Intelligence][428] from  _Georgia Institute of Technology_ 

*   [Information Security: Context and Introduction][429] from  _University of London International Programmes_ 

*   [Advanced Modeling for Discrete Optimization][430] from  _University of Melbourne_ 

*   [Basic Modeling for Discrete Optimization][431] from  _University of Melbourne_ 

*   [Nature, in Code: Biology in JavaScript][432] from  _École Polytechnique Fédérale de Lausanne_ 

*   [Matrix Factorization and Advanced Techniques][433] from  _University of Minnesota_ 

*   [System Validation: Automata and behavioural equivalences][434] from  _EIT Digital_ 

*   [System Validation (2): Model process behaviour][435] from  _EIT Digital_ 

*   [System Validation (4): Modelling Software, Protocols, and other behaviour][436] from  _EIT Digital_ 

*   [DevOps Testing][437] from  _Microsoft_ 

*   [Deep Learning Explained][438] from  _Microsoft_ 

*   [Introduction to Artificial Intelligence (AI)][439] from  _Microsoft_ 

*   [DevOps for Databases][440] from  _Microsoft_ 

*   [Infrastructure as Code][441] from  _Microsoft_ 

*   [Deep Learning for Natural Language Processing][442] from  _University of Oxford_ 

*   [Statistical Machine Learning][443] from  _Carnegie Mellon University_ 

*   [Cyber-Physical Systems: Modeling and Simulation][444] from  _University of California, Santa Cruz_ 

*   [Introduction to OpenStack][445] from  _Linux Foundation_ 

*   [Computer System Design: Advanced Concepts of Modern Microprocessors][446]from  _Chalmers University of Technology_ 

*   [Reliable Distributed Algorithms, Part 2][447] from  _KTH Royal Institute of Technology_ 

*   [Deep Learning Summer School][448]

*   [Continuous Integration and Deployment][449]

--------------------------------------------------------------------------------

作者简介：

Founder of www.class-central.com — The most popular online course search engine


----


via: https://medium.freecodecamp.org/440-free-online-programming-computer-science-courses-you-can-start-in-february-e075f920cb5b

作者：[Dhawal Shah ][a]
译者：[译者ID](https://github.com/译者ID)
校对：[校对者ID](https://github.com/校对者ID)

本文由 [LCTT](https://github.com/LCTT/TranslateProject) 原创编译，[Linux中国](https://linux.cn/) 荣誉推出

[a]:https://medium.freecodecamp.org/@dhawalhs
[1]:https://www.class-central.com/
[2]:https://www.class-central.com/mooc/408/coursera-an-introduction-to-interactive-programming-in-python-part-1?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[3]:https://www.class-central.com/mooc/1341/edx-introduction-to-computer-science-and-programming-using-python?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[4]:https://www.class-central.com/mooc/385/coursera-learn-to-program-the-fundamentals?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[5]:https://www.class-central.com/mooc/320/udacity-intro-to-computer-science?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[6]:https://www.class-central.com/mooc/442/edx-cs50-s-introduction-to-computer-science?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[7]:https://www.class-central.com/mooc/3196/coursera-an-introduction-to-interactive-programming-in-python-part-2?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[8]:https://www.class-central.com/mooc/2661/udacity-how-to-use-git-and-github?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[9]:https://www.class-central.com/mooc/1857/edx-introduction-to-linux?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[10]:https://www.class-central.com/mooc/335/coursera-internet-history-technology-and-security?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[11]:https://www.class-central.com/mooc/2659/udacity-intro-to-html-and-css?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[12]:https://www.class-central.com/mooc/1797/open-education-by-blackboard-introduction-to-vba-excel-programming?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[13]:https://www.class-central.com/mooc/10142/edx-cs50-s-understanding-technology?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[14]:https://www.class-central.com/mooc/10143/edx-cs50-s-computer-science-for-business-professionals?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[15]:https://www.class-central.com/mooc/10316/edx-introduccion-a-la-programacion-en-java-como-comenzar-a-programar?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[16]:https://www.class-central.com/mooc/9750/edx-introduction-to-the-internet-of-things-iot?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[17]:https://www.class-central.com/mooc/10166/coursera-version-control-with-git?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[18]:https://www.class-central.com/mooc/2660/udacity-javascript-basics?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[19]:https://www.class-central.com/mooc/2175/stanford-openedx-cs101-computer-science-101?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[20]:https://www.class-central.com/mooc/1650/edx-programming-basics?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
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[22]:https://www.class-central.com/mooc/2013/udacity-programming-foundations-with-python?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[23]:https://www.class-central.com/mooc/1578/stanford-openedx-networking-introduction-to-computer-networking?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[24]:https://www.class-central.com/mooc/1580/stanford-openedx-db-introduction-to-databases?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
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[27]:https://www.class-central.com/mooc/1727/coursera-usable-security?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
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[30]:https://www.class-central.com/mooc/7363/python-for-everybody-exploring-information?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[31]:https://www.class-central.com/mooc/390/coursera-learn-to-program-crafting-quality-code?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[32]:https://www.class-central.com/mooc/3770/kadenze-introduction-to-programming-for-the-visual-arts-with-p5-js?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
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[34]:https://www.class-central.com/mooc/4062/edx-introduction-to-jquery?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[35]:https://www.class-central.com/mooc/5764/edx-html5-and-css-fundamentals?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[36]:https://www.class-central.com/mooc/6686/udacity-java-programming-basics?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[37]:https://www.class-central.com/mooc/4049/udacity-linux-command-line-basics?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[38]:https://www.class-central.com/mooc/1983/edx-introduction-to-java-programming-part-1?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[39]:https://www.class-central.com/mooc/2813/edx-introduction-to-java-programming-starting-to-code-in-java?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
[40]:https://www.class-central.com/mooc/2630/edx-paradigms-of-computer-programming-abstraction-and-concurrency?utm_source=fcc_medium&utm_medium=web&utm_campaign=mooc_report_programming_feb_2018
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