free-courses-en.md 22.7 KB
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### Index
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* [Algorithms & Data Structures](#algorithms--data-structures)
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* [Android](#android)
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* [Angular](#angular)
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* [Assembly](#assembly)
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* [Bash / Shell](#bash--shell)
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* [C](#c)
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* [C#](#c-sharp)
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* [C++](#c-1)
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Hongchang Wu 已提交
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* [Clojure](#clojure)
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* [Compilers](#compilers)
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Alok Mistry 已提交
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* [CUDA](#cuda)
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* [Data Science](#data-science)
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* [Databases](#databases)
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Rian Adam 已提交
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* [Deep Learning](#deep-learning)
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iKenshu 已提交
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* [Git](#git)
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* [Go](#go)
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Victor Felder 已提交
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* [Haskell](#haskell)
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* [HTML / CSS](#html--css)
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* [iOS](#ios)
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Vinoth kumar A 已提交
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* [Java](#java)
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* [JavaScript](#javascript)
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  * [Angular.js](#angularjs)
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  * [GraphQL](#graphql)
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  * [jQuery](#jquery)
  * [React](#react)
  * [Redux](#redux)
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  * [Sails.js](#sailsjs)
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* [Linux](#linux)
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* [Lua](#lua)
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* [Machine Learning](#machine-learning)
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Meet Shah 已提交
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* [Matlab](#matlab)
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* [Mercurial](#mercurial)
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* [Misc](#misc)
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* [.NET](#net)
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Jason Yeo 已提交
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* [OCaml](#ocaml)
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Daniel Krupiński 已提交
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* [Perl](#perl)
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* [PHP](#php)
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Gordon Chiam 已提交
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* [Python](#python)
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Calloway Sutton 已提交
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* [QB64](#QB64)
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* [R](#r)
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iKenshu 已提交
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* [RethinkDB](#rethinkdb)
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Devinsuit 已提交
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* [Ruby](#ruby)
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iKenshu 已提交
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* [Sails.js](#sailsjs)
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Hongchang Wu 已提交
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* [Scala](#scala)
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* [Software Engineering](#software-engineering)
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Daniel Krupiński 已提交
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* [SQL](#sql)
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* [Swift](#swift)
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Gus Uy 已提交
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  * [Vapor](#vapor)
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* [Theory](#theory)
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* [TypeScript](#typescript)
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Charlotte Tan 已提交
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* [Verilog / VHDL / SystemVerilog](#verilog--vhdl--systemverilog)
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* [Web Development](#web-development)
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### Algorithms & Data Structures
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* [Berkeley University CS 61B: Data Structures](http://datastructur.es/sp16/)
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* [IIT Bombay Foundation of Data Structures (CS213.1x)](https://courses.edx.org/courses/course-v1:IITBombayX+CS213.1x+1T2017/course/)
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* [MIT's Design and Analysis of Algorithms (Spring 2012)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2012) - Dana Moshkovitz, Bruce Tidor
* [MIT's Design and Analysis of Algorithms (Spring 2015)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015) - Erik Demaine, Srini Devadas, Nancy Lynch
* [MIT's Introduction to Algorithms (SMA 5503) (Fall 2005)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005) - Charles Leiserson, Erik Demaine
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* [Princeton University Algorithms, Part 1](https://www.coursera.org/learn/algorithms-part1)
* [Princeton University Algorithms, Part 2](https://www.coursera.org/learn/algorithms-part2)
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* [Stanford University Algorithms: Design and Analysis, Part 1](http://online.stanford.edu/course/algorithms-design-and-analysis-part-1)
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* [Stanford University Algorithms: Design and Analysis, Part 2](http://online.stanford.edu/course/algorithms-design-and-analysis-part-2)
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### Assembly
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* [Introduction To Reverse Engineering Software](http://opensecuritytraining.info/IntroductionToReverseEngineering.html)
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* [Introductory Intel x86: Architecture, Assembly, Applications, & Alliteration](http://opensecuritytraining.info/IntroX86.html)
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### Android
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* [Android Developer Fundamentals (Version 2) — Codelab](https://developer.android.com/courses/fundamentals-training/toc-v2)
* [Android Developer Fundamentals (Version 2) — Concepts](https://google-developer-training.github.io/android-developer-fundamentals-course-concepts-v2/index.html)
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* [Learn how to program: Android](https://www.learnhowtoprogram.com/android) - Epicodus Inc.
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* [Material design](https://material.io/guidelines/)
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* [Programming Cloud Services for Android Handheld Systems](https://www.coursera.org/course/mobilecloudprogram)
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* [Programming Mobile Applications for Android Handheld Systems pt. 1](https://www.coursera.org/course/android)
* [Programming Mobile Applications for Android Handheld Systems pt. 2](https://www.coursera.org/course/androidpart2)
* [Programming Mobile Services for Android Handheld Systems: Communication](https://www.coursera.org/course/posacommunication)
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* [Programming Mobile Services for Android Handheld Systems: Concurrency](https://www.coursera.org/course/posaconcurrency)
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* [Udacity Android Basics: Data Storage](https://www.udacity.com/course/android-basics-data-storage--ud845)
* [Udacity Android Basics: Multiscreen Apps](https://www.udacity.com/course/android-basics-multiscreen-apps--ud839)
* [Udacity Android Basics: Networking](https://www.udacity.com/course/android-basics-networking--ud843)
* [Udacity Android Basics: User Input](https://www.udacity.com/course/android-basics-user-input--ud836)
* [Udacity Android Basics: User Interface](https://www.udacity.com/course/android-basics-user-interface--ud834)
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### Angular

* [Angular Fast Crash Course](https://www.udemy.com/angular-fast-crash-course/) - Edwin Diaz, Coding Faculty Solutions (Udemy)


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### Bash / Shell
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* [Bento Shell Track](https://bento.io/topic/shell) (Bento)
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* [Shell Scripting Tutorial](https://www.youtube.com/playlist?list=PL7B7FA4E693D8E790)
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### C
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* [C Programming Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoGzOXqtKeM71OLpvZbuU0P)
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* [Introduction to Computer Science](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#.VNsjDvmUcmQ)
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* [The Arduino Platform and C Programming](https://www.coursera.org/learn/arduino-platform)
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### C Sharp
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* [Learn how to program: C#](https://www.learnhowtoprogram.com/c) - Epicodus Inc.
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### C++
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* [C++ Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoVZWSN-ze3VVtIfZfXwAGM)
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* [Google's C++ Course](https://developers.google.com/edu/c++/)
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* [Introduction to C++](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-096-introduction-to-c-january-iap-2011/) (MIT's opencourseware)
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* [LearnCpp.com C++ Tutorial](http://www.learncpp.com)
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* Microsoft edX Courses:
    * [Advanced C++](https://www.edx.org/course/advanced-c-plus-plus-1)
    * [Intermediate C++](https://www.edx.org/course/intermediate-c-plus-plus-1)
    * [Introduction to C++](https://www.edx.org/course/introduction-c-plus-plus-1)
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### Clojure
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* [Functional Programming with Clojure](http://mooc.fi/courses/2014/clojure/)
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### Compilers

* [Stanford's Compilers](https://lagunita.stanford.edu/courses/Engineering/Compilers/Fall2014/about)


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### Cuda
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* [Intro to Parallel Programming Using CUDA to Harness the Power of GPUs](https://www.udacity.com/course/intro-to-parallel-programming--cs344) (Udacity)
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### Data Science

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* [Advanced Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/advanceddataminingwithweka/)
* [Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
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* [Introduction to Python for Data Science](https://www.edx.org/course/introduction-python-data-science-microsoft-dat208x-3)
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* [More Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/moredataminingwithweka/)
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* [The Analytics Edge](https://www.edx.org/course/analytics-edge-mitx-15-071x-3)
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### Databases
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* [Database Systems](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-830-database-systems-fall-2010/) (MIT's opencourseware)
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* [Introduction to Databases](https://lagunita.stanford.edu/courses/Engineering/db/2014_1/about) (Stanford University)
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### Deep Learning

* [Convolutional Neural Networks for Visual Recognition](http://cs231n.github.io)
* [Deep Learning for Natural Language Processing](http://cs224d.stanford.edu)
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* [MIT 6.S094: Deep Learning for Self-Driving Cars](https://selfdrivingcars.mit.edu)
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* [Practical Deep Learning For Coders taught](http://www.fast.ai) - Jeremy Howard
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* [Self-Paced Courses for Deep Learning](https://developer.nvidia.com/deep-learning-courses)
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* [Unsupervised Feature Learning and Deep Learning](http://deeplearning.stanford.edu/tutorial)
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* [What is Deep Learning](https://www.udacity.com/course/deep-learning--ud730) (Udacity)
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### Git
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* [Bento Git Learning Track](https://bento.io/topic/git) (Bento)
* [Bento GitHub Learning Track](https://bento.io/topic/github) (Bento)
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* [Git and GitHub for Poets](https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZF9C0YMKuns9sLDzK6zoiV)
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* [GitHowTo](https://githowto.com)
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* [How to Use Git and GitHub](https://www.udacity.com/course/how-to-use-git-and-github--ud775) (Udacity)
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### Go
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* [A Tour Of Go](https://tour.golang.org/welcome/1)
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* [Go Tutorial](http://www.tutorialspoint.com/go/index.htm)

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### Haskell
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* [C9 : Functional Programming Fundamentals](http://channel9.msdn.com/Series/C9-Lectures-Erik-Meijer-Functional-Programming-Fundamentals) - Erik Meijer
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* [CIS 194: Introduction to Haskell](http://www.seas.upenn.edu/~cis194/) - Brent Yorgey
* [CS240h: Functional Systems in Haskell](http://www.scs.stanford.edu/11au-cs240h/notes/) - Bryan O'Sullivan
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* [edX: Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0) - Erik Meijer
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* [RWTH Aachen University: Functional Programming](https://videoag.fsmpi.rwth-aachen.de/?course=12ss-funkprog) - Jürgen Giesl
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### HTML / CSS
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* [Bento CSS Learning Track](https://bento.io/topic/css) (Bento)
* [Bento HTML Learning Track](https://bento.io/topic/html) (Bento)
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* [Build a Personal Website with Dash](https://dash.generalassemb.ly)
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* [Build a responsive website with Webflow](https://www.bloc.io/tutorials/webflow-tutorial-design-responsive-sites-with-webflow)
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* [Build a SaaS landing page using Skeleton](https://www.bloc.io/tutorials/jottly-a-beginner-s-guide-to-html-css-skeleton-and-animate-css)
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* [Build Dynamic Websites](http://cs75.tv/2010/fall/)
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* [Code Your First Game: Arcade Classic in JavaScript on Canvas](https://www.udemy.com/code-your-first-game/) - Chris DeLeon (Udemy)
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* [CSS Flexbox - Mastering the Basics](https://www.udemy.com/css-flexbox-mastering-the-basics/) - Vishwas Gopinath (Udemy)
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* [CSS Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWqMH9a9DY8LFKrJ5NJCFHHe)
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* [Flexbox in 30 Days](https://github.com/samanthaming/Flexbox30) - Samantha Ming
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* [HTML Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWr_FB-hVEgEGUESZL1TOiJ6)
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* [Learn how to program: CSS](https://www.learnhowtoprogram.com/css) - Epicodus Inc.
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* [Learn HTML5 Programming From Scratch](https://www.udemy.com/learn-html5-programming-from-scratch/)
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### iOS
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* [AppCoda Complete iOS Tutorial](http://www.appcoda.com/ios-programming-course/)
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* [Developing iOS 11 Apps with Swift](https://itunes.apple.com/us/course/developing-ios-11-apps-with-swift/id1309275316)
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* [Ray Wenderlich iOS Tutorial](https://www.raywenderlich.com/category/ios)
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### Java
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* [Central Connecticut State University, Introduction to CS Using Java](http://chortle.ccsu.edu/CS151/cs151java.html)
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* [Introduction to Java](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-092-introduction-to-programming-in-java-january-iap-2010/)
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* [Java for Complete Beginners](http://courses.caveofprogramming.com/courses/java-for-complete-beginners)
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* [Java for Mobile Devices - Introducing Codename One](https://codenameone.teachable.com/p/java-for-mobile-devices-introducing-codename-one)
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* [Learn how to program: Java](https://www.learnhowtoprogram.com/java-june-2017) - Epicodus Inc.
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* [Object-Oriented programming with Java, part I](https://moocfi.github.io/courses/2013/programming-part-1/)
* [Object-Oriented programming with Java, part II](https://moocfi.github.io/courses/2013/programming-part-2/)
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* [Princeton Algorithms, Part 1](https://www.coursera.org/course/algs4partI)
* [Princeton Algorithms, Part 2](https://www.coursera.org/course/algs4partII)
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* [Problem Solving With Java](https://www.udacity.com/course/intro-to-java-programming--cs046) (Udacity)
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* [Spring 5 Core - An Ultimate Guide](https://www.udemy.com/learn-spring-5-core-from-scratch/) - Somnath Musib (Udemy)
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### JavaScript
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* [Bento JavaScript Learning Track](https://bento.io/topic/javascript) (Bento)
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* [Egghead.io](https://egghead.io)
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* [Intro to JavaScript ES6 programming](https://www.youtube.com/playlist?list=PL-xu4i_QDSxcoDNeh8rx5-pHCCTOg0XsI)
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* [Javascript Essentials](https://www.udemy.com/javascript-essentials/) - Lawrence Turton (Udemy)
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* [Learn how to program: JavaScript](https://www.learnhowtoprogram.com/javascript) - Epicodus Inc.
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* [learn:query](https://learnquery.infinum.co)
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#### Angular.js

* [Angular.js Youtube Channel](https://www.youtube.com/angularjs)
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* [CodeCademy Angular](https://www.codecademy.com/learn/learn-angularjs)
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* [egghead.io youtube channel: Learn AngularJS with Tutorial Videos & Training](https://www.youtube.com/user/johnlindquist)
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* [Shaping up with Angular.js](https://www.codeschool.com/courses/shaping-up-with-angular-js)
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#### GraphQL

* [The Road to GraphQL The Bare Essential Package](https://roadtoreact.com/course-details?courseId=THE_ROAD_TO_GRAPHQL)


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#### jQuery
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* [Bento jQuery Track](https://bento.io/topic/jquery) (Bento)


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#### React

* [Start Using React to Build Web Applications](https://egghead.io/courses/react-fundamentals)
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* [The Road to learn React.js The Bare Essentials Packaage](https://roadtoreact.com/course-details?courseId=THE_ROAD_TO_LEARN_REACT)
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#### Redux

* [Getting Started with Redux](https://egghead.io/series/getting-started-with-redux)


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### Sails.Js

* [Develop web apps in Node.js and Sails.js](https://courses.platzi.com/courses/develop-apps-sails-js/)


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### Linux

* [Ubuntu Web Development Setup](https://www.udemy.com/course/ubuntu-web-development-setup/) - Ciprian Munteanu (Udemy)


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### Lua
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* [Lua Interactive Crash Course](http://luatut.com/crash_course.html)
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* [Lua Tutorial](http://www.tutorialspoint.com/lua/)
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### Machine Learning

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* [Google's Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course/)
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* [Intro to Machine Learning Udacity](https://www.udacity.com/course/intro-to-machine-learning--ud120) (Udacity)
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* [Machine Learning Mini Bootcamp](https://lambdaschool.com/free-course-machine-learning/)
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* [Pattern Recognition and Machine Learning](https://www.microsoft.com/en-us/research/people/cmbishop/#!prml-book)
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* [Principles of Machine Learning By Microsoft](https://www.edx.org/course/principles-machine-learning-microsoft-dat203-2x-6)
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* [PyTorch tutorials by PyTorch.org](https://pytorch.org/tutorials)
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* [Stanford University Machine Learning](https://www.coursera.org/learn/machine-learning)


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### MATLAB
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* [MIT 18.S997 Introduction to MATLAB Programming](http://ocw.mit.edu/courses/mathematics/18-s997-introduction-to-matlab-programming-fall-2011/)


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### Mercurial

* [Hg Init: a Mercurial Tutorial](http://hginit.com) - Joel Spolsky


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### Misc
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* [Advanced Data Structures](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/)
* [Algorithm Design and Implementation](https://www.youtube.com/playlist?list=PL6EF0274BD849A7D5)
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* [Aml-2018 Ambient Intelligence](https://www.youtube.com/playlist?list=PLqRTLlwsxDL8fUcY2Y54sITILyJcTySpC) (F. Corno - L. De Russis - A. Monge Roffarello)
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* [Berkeley's CS  61B: Data Structures](https://archive.org/details/ucberkeley_webcast_QMV45tHCYNI)
* [Berkeley's CS 162: Operating Systems and Systems Programming](https://www.youtube.com/watch?v=feAOZuID1HM)
* [Berkeley's CS 169: Software Engineering](https://www.youtube.com/watch?v=fXokQpWsszU)
* [Berkeley's CS 194: What is an Operating System?](http://www.infocobuild.com/education/audio-video-courses/computer-science/cs194-spring2013-berkeley.html)
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* [Bits: The Computer Science of Digital Information](http://www.extension.harvard.edu/open-learning-initiative/bits)
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* [Caltech's Learning From data](https://work.caltech.edu/telecourse.html)
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* [Computer Graphics](http://nptel.ac.in/courses/106106090/)
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* [Elements of AI](https://www.elementsofai.com)
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* [Embedded Software Safety](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) (P. Koopman)
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* [FindLectures.com](https://www.findlectures.com/?class1=Technology) - Index of conference talks by language / topic
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* [LouvainX Paradigms of Computer Programming – Abstraction and Concurrency](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-2x-1#!)
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* [LouvainX Paradigms of Computer Programming – Fundamentals](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-1x-1)
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* [MIT 6.S099: Artificial General Intelligence](https://agi.mit.edu)
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* [MIT Numerical Methods (2014)](http://www.iitg.ernet.in/kartha/CE601-14/CourseSchedule.htm)
328 329 330 331
* [MIT's Artificial Intelligence](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/)
* [MIT's Computer Language Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-035-computer-language-engineering-sma-5502-fall-2005/lecture-notes/)
* [MIT's Introduction to Algorithms](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/)
* [MIT's Mathematics for Computer Science](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/video-lectures/)
332
* [Principles of Reactive Programming](https://www.coursera.org/course/reactive)
333
* [Robotics I](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) - (A. De Luca)
334
* [Stanford Cryptography I](https://www.coursera.org/course/crypto)
J
Jonathan Huang 已提交
335
* [Stanford Cryptography II](https://www.coursera.org/course/crypto2)
H
Hunter Stevens 已提交
336
* [Stanford SEE 229 - Machine Learning](https://see.stanford.edu/Course/CS229)
S
switchhax 已提交
337 338


339 340
### .NET

V
Victor Felder 已提交
341
* [Learn how to program: .NET](https://www.learnhowtoprogram.com/net) - Epicodus Inc.
342 343


C
Christoph Uschkrat 已提交
344
### OCaml
345

C
Craig Davison 已提交
346
* [Cornell's Data Structures and Functional Programming](http://www.cs.cornell.edu/courses/cs3110/2015fa/)
C
caisah 已提交
347
* [Introduction to Functional Programming in OCaml](https://www.fun-mooc.fr/courses/parisdiderot/56002S02/session02/about)
J
Jason Yeo 已提交
348

349

D
Daniel Krupiński 已提交
350 351 352 353 354
### Perl

* [Perl Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpqRBcStwV0NwMA3nXMh5GC)


355 356
### PHP

P
Pen y Fan 已提交
357
* [Laravel 5.8 Tutorial From Scratch](https://www.youtube.com/playlist?list=PLpzy7FIRqpGD0kxI48v8QEVVZd744Phi4) - Coder's Tape  (2019)
V
Victor Felder 已提交
358
* [Learn how to program: PHP](https://www.learnhowtoprogram.com/php) - Epicodus Inc.
P
Pen y Fan 已提交
359 360
* [PHP & MySQL Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWrjkpK2zD4TWKWMWVfeYK-b) - The Bad Tutorials (2015)
* [PHP Programming Language Tutorial - Full Course](https://www.youtube.com/watch?v=OK_JCtrrv-c) - freeCodeCamp.org (2018)
361 362


C
Christoph Uschkrat 已提交
363
### Python
364

365 366
* [An Introduction to Interactive Programming in Python (Part 1)](https://www.coursera.org/learn/interactive-python-1) (Coursera)
* [An Introduction to Interactive Programming in Python (Part 2)](https://www.coursera.org/learn/interactive-python-2) (Coursera)
367
* [Bento Python Learning Track](https://bento.io/topic/python) (Bento)
C
Craig Davison 已提交
368
* [Berkeley's Structure and Interpretation of Computer Programs](http://cs61a.org)
S
SentinelWarren 已提交
369
* [Codesdope](https://www.codesdope.com/python-introduction)
370
* [Google's Python Course](https://developers.google.com/edu/python/)
M
mousebaiker 已提交
371
* [Introduction to Computer Science and Programming](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/) (MIT's opencourseware)
372
* [Introduction to Python](https://docs.microsoft.com/en-us/learn/modules/intro-to-python/)(Microsoft Docs)
S
Sunil Shah 已提交
373
* [Introduction to Python Programming](https://www.udacity.com/course/introduction-to-python--ud1110) (Udacity)
374
* [Learn Python](https://pythonspot.com)
375
* [Learn Python - Free Interactive Python Tutorial](http://www.learnpython.org)
376
* [Learn Python From Scratch](https://www.udemy.com/learn-python-from-scratch-w/) - MD. Hasanur Rahaman Hasib (Udemy)
M
Md Mehrab Alam 已提交
377
* [Learn to program in Python](https://www.codecademy.com/learn/python)
378 379 380
* [Learn to Program: The Fundamentals](https://www.coursera.org/learn/learn-to-program) (Coursera)
* [Learn to Program Using Python](https://www.edx.org/course/learn-program-using-python-utarlingtonx-cse1309x) (edX)
* [Programming for Everybody](https://www.coursera.org/learn/python)
381
* [Programming Foundations with Python](https://www.udacity.com/course/programming-foundations-with-python--ud036) (Udacity)
382
* [Python Course](http://www.python-course.eu)
D
Daniel Krupiński 已提交
383
* [Python Programming Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpX_byHyTEj9hecPngl2DqR)
384

V
Victor Felder 已提交
385

C
Calloway Sutton 已提交
386 387 388 389 390
### QB64

* [Game Programming with QB64](http://qb64sourcecode.com) - Terry Ritchie


391
### R
392

393
* [R Programming](https://www.coursera.org/course/rprog)
394

395

I
iKenshu 已提交
396
### RethinkDB
397

I
iKenshu 已提交
398
* [RethinkDB: Distributed Databases](https://courses.platzi.com/courses/rethinkdb-databases/)
M
mousebaiker 已提交
399

400

D
Devinsuit 已提交
401 402
### Ruby

V
Victor Felder 已提交
403
* [Learn how to program: Ruby](https://www.learnhowtoprogram.com/ruby) - Epicodus Inc.
D
Devinsuit 已提交
404 405 406
* [RubyMonk - Interactive Ruby tutorials](https://rubymonk.com)


H
Hongchang Wu 已提交
407
### Scala
408

H
Hongchang Wu 已提交
409
* [Functional Programming Principles in Scala](https://www.coursera.org/course/progfun)
H
Hongchang Wu 已提交
410
* [Principles of Reactive Programming](https://www.coursera.org/course/reactive)
H
Hongchang Wu 已提交
411 412


413 414 415 416 417 418 419 420
### Software Engineering

* [Advanced Software Construction in Java](https://www.edx.org/course/advanced-software-construction-java-mitx-6-005-2x#!)
* [Agile Development Using Ruby on Rails - Advanced](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-2x#!)
* [Agile Development Using Ruby on Rails - Basics](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-1x#!)
* [Software Construction in Java](https://www.edx.org/course/software-construction-java-mitx-6-005-1x)


D
Daniel Krupiński 已提交
421 422 423 424 425
### SQL

* [SQL Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWr_6xTfF2FrIw-NAOo3iWMy)


M
Mike Jewett 已提交
426
### Swift
427

428
* [How To Make An App For Beginners (iOS/Swift - 2019)](https://www.udemy.com/how-to-make-an-app-for-beginners-iosswift-2019/) - Chris Ching (Udemy)
C
Craig Davison 已提交
429
* [Swiftris - Build an iOS Tetris app from scratch](https://www.bloc.io/swiftris-build-your-first-ios-game-with-swift)
430 431


G
Gus Uy 已提交
432 433 434 435 436
#### Vapor

* [Vapor University](https://vapor.university)


437 438 439
### Theory

* [Automata Theory](https://lagunita.stanford.edu/courses/course-v1:ComputerScience+Automata+Fall2016/about)
440
* [Intro to Theoretical Computer Science](https://www.udacity.com/course/intro-to-theoretical-computer-science--cs313) (Udacity)
441 442


443 444
### TypeScript

445
* [Introduction to TypeScript](https://www.udemy.com/typescript/) - Daniel Stern (Udemy)
446 447 448
* [TypeScript Fast Crash Course](https://www.udemy.com/typescript-fast-crash-course/) - Edwin Diaz, Coding Faculty Solutions (Udemy)


C
Charlotte Tan 已提交
449 450 451 452 453 454 455
### Verilog / VHDL / SystemVerilog

* [SOC Verification Using SystemVerilog](http://verificationexcellence.in/online-courses/soc-verification-using-systemverilog)
* [SystemVerilog - Learn basics of SystemVerilog for Hardware Verification](https://verificationexcellence.teachable.com/p/learn-systemverilog)
* [SystemVerilog based UVM Methodology - Learn to build UVM based Testbenches in SystemVerilog](https://verificationexcellence.teachable.com/p/learn-ovm-uvm)


N
n19270 已提交
456
### Web Development
457

458
* [Discover Flask - Full Stack Web Development with Flask](https://github.com/realpython/discover-flask)
M
Md Mehrab Alam 已提交
459
* [Flask(A Python Microframework) Tutorial](http://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world)
460
* [Free Code Camp](https://www.freecodecamp.org)
461
* [Python Web Scraping & Crawling using Scrapy](https://www.youtube.com/playlist?list=PLhTjy8cBISEqkN-5Ku_kXG4QW33sxQo0t)
V
Victor Felder 已提交
462
* [The Odin Project - Learn Web Development for Free](http://www.theodinproject.com)
463
* [Web Information Retrieval](https://www.youtube.com/playlist?list=PLAQopGWlIcya-9yzQ8c8UtPOuCv0mFZkr) - L. Becchetti, A. Vitaletti (University of Sapienza Rome)