### Index * [Algorithms & Data Structures](#algorithms--data-structures) * [Android](#android) * [AngularJS](#angularjs) * [Assembly](#assembly) * [Bash](#bash) * [C](#c) * [C#](#c-sharp) * [C++](#c-1) * [Clojure](#clojure) * [Compilers](#compilers) * [CUDA](#cuda) * [Data Science](#datascience) * [Databases](#databases) * [Deep Learning](#deep-learning) * [Git](#git) * [Go](#go) * [Haskell](#haskell) * [HTML / CSS](#html--css) * [iOS](#ios) * [Java](#java) * [JS](#js) * [Lua](#lua) * [Machine Learning](#machine-learning) * [Matlab](#matlab) * [Misc](#misc) * [OCaml](#ocaml) * [Oracle PL/SQL](#oracle-plsql) * [Python](#python) * [R](#r) * [RethinkDB](#rethinkdb) * [Ruby](#ruby) * [Sails.js](#sailsjs) * [Scala](#scala) * [Software Engineering](#software-engineering) * [Swift](#swift) * [Theory](#theory) * [Web Development](#web-development) ### Algorithms & Data Structures * [Berkeley University CS 61B: Data Structures](http://datastructur.es/sp16/) * [Stanford University Algorithms: Design and Analysis, Part 1](http://online.stanford.edu/course/algorithms-design-and-analysis-part-1) * [Stanford University Algorithms:Algorithms: Design and Analysis, Part 2](http://online.stanford.edu/course/algorithms-design-and-analysis-part-2) ### Assembly * [Introduction To Reverse Engineering Software](http://opensecuritytraining.info/IntroductionToReverseEngineering.html) * [Introductory Intel x86: Architecture, Assembly, Applications, & Alliteration](http://opensecuritytraining.info/IntroX86.html) ### Android * [Creative, Serious and Playful Science of Android Apps](https://www.coursera.org/course/androidapps101/) * [Programming Cloud Services for Android Handheld Systems](https://www.coursera.org/course/mobilecloudprogram) * [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) * [Programming Mobile Services for Android Handheld Systems: Concurrency](https://www.coursera.org/course/posaconcurrency) * [Udacity Android Course Catalog](https://www.udacity.com/courses#!/android#!/android) ### AngularJS * [CodeCademy Angular](https://www.codecademy.com/learn/learn-angularjs) * [Shaping up with Angular.js](https://www.codeschool.com/courses/shaping-up-with-angular-js) ### Bash * [Bash tutorial](http://gdrcorelec.ups-tlse.fr/files/bash.pdf) (PDF) ### C * [Introduction to Computer Science](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#.VNsjDvmUcmQ) ### C Sharp * [Beginning Game Programming with C#](https://www.coursera.org/course/gameprogramming) ### C++ * [Google's C++ Course](https://developers.google.com/edu/c++/) * [Introduction to C++](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-096-introduction-to-c-january-iap-2011/) (MIT's opencourseware) * [LearnCpp.com C++ Tutorial](http://www.learncpp.com) ### Clojure * [Functional Programming with Clojure](http://mooc.fi/courses/2014/clojure/index.html) ### Compilers * [Stanford's Compilers](https://lagunita.stanford.edu/courses/Engineering/Compilers/Fall2014/about) ### Cuda * [Intro to Parallel Programming Using CUDA to Harness the Power of GPUs](https://www.udacity.com/course/intro-to-parallel-programming--cs344) ### Data Science * [Introduction to Python for Data Science](https://www.edx.org/course/introduction-python-data-science-microsoft-dat208x-3) ### Databases * [Database Systems](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-830-database-systems-fall-2010/) (MIT's opencourseware) * [Introduction to Databases](https://lagunita.stanford.edu/courses/Engineering/db/2014_1/about) (Stanford University) ### Deep Learning * [Convolutional Neural Networks for Visual Recognition](http://cs231n.github.io) * [Deep Learning for Natural Language Processing](http://cs224d.stanford.edu) * [Self-Paced Courses for Deep Learning ](https://developer.nvidia.com/deep-learning-courses) * [Unsupervised Feature Learning and Deep Learning](http://deeplearning.stanford.edu/tutorial) * [What is Deep Learning](https://www.udacity.com/course/deep-learning--ud730) ### Git * [Git and Gitlab Live Workshop](https://courses.platzi.com/courses/git-gitlab/) * [How to Use Git and GitHub](https://www.udacity.com/course/how-to-use-git-and-github--ud775) (Udacity) ### Go * [Go Tutorial](http://www.tutorialspoint.com/go/index.htm) ### Haskell * [C9 : Functional Programming Fundamentals](http://channel9.msdn.com/Series/C9-Lectures-Erik-Meijer-Functional-Programming-Fundamentals) - Erik Meijer * [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 * [edX: Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0) - Erik Meijer * [RWTH Aachen University: Functional Programming](https://videoag.fsmpi.rwth-aachen.de/?course=12ss-funkprog) - Jürgen Giesl ### HTML / CSS * [Build a Personal Website with Dash](https://dash.generalassemb.ly) * [Build a responsive website with Webflow](https://www.bloc.io/tutorials/webflow-tutorial-design-responsive-sites-with-webflow) * [Build a SaaS landing page using Skeleton](https://www.bloc.io/tutorials/jottly-a-beginner-s-guide-to-html-css-skeleton-and-animate-css) * [Build Dynamic Websites](http://cs75.tv/2010/fall/) * [Code a personal splash page in 1 hour: A Hands-on Intro to HTML & CSS](http://www.thefirehoseproject.com/lessons/splash-page) * [Learn HTML5 Programming From Scratch](https://www.udemy.com/learn-html5-programming-from-scratch/) ### iOS * [AppCoda Complete iOS Tutorial](http://www.appcoda.com/ios-programming-course/) * [Developing iOS 7 Apps for iPhone and iPad](https://itunes.apple.com/us/course/developing-ios-7-apps-for/id733644550) ### Java * [Central Connecticut State University, Introduction to CS Using Java](http://chortle.ccsu.edu/CS151/cs151java.html) * [Introduction to Java](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-092-introduction-to-programming-in-java-january-iap-2010/) * [Java for Complete Beginners](http://courses.caveofprogramming.com/courses/java-for-complete-beginners) * [Princeton Algorithms, Part 1](https://www.coursera.org/course/algs4partI) * [Princeton Algorithms, Part 2](https://www.coursera.org/course/algs4partII) * [Problem Solving With Java](https://www.udacity.com/course/intro-to-java-programming--cs046) ### JS * [Egghead.io](https://egghead.io) * [learn:query](https://learnquery.infinum.co) ### Lua * [Lua Interactive Crash Course](http://luatut.com/crash_course.html) * [Lua Tutorial](http://www.tutorialspoint.com/lua/) ### Machine Learning * [Stanford University Machine Learning](https://www.coursera.org/learn/machine-learning) ### MATLAB * [MIT 18.S997 Introduction to MATLAB Programming](http://ocw.mit.edu/courses/mathematics/18-s997-introduction-to-matlab-programming-fall-2011/) ### Misc * [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) * [Berkeley's CS 61B: Data Structures](https://www.youtube.com/playlist?list=PL-XXv-cvA_iDXrTvCvDgIkeCWeSIDr4Yh) * [Berkeley's CS 70: Discrete Mathematics and Probability Theory](https://www.youtube.com/course?list=EC1A2EBAC4283FE3EA) * [Berkeley's CS 162: Operating Systems and Systems Programming](https://www.youtube.com/view_play_list?p=-XXv-cvA_iCrnl0625nXp4GimjT-cv_1) * [Berkeley's CS 164: Programming Languages and Compilers](https://www.youtube.com/playlist?list=PL3A16CFC42CA6EF4F&feature=plcp) * [Berkeley's CS 169: Software Engineering](https://www.youtube.com/view_play_list?p=-XXv-cvA_iAS_kCeleydK6mDc0kCbdhU) * [Berkeley's CS 194: What is an Operating System?](https://www.youtube.com/view_play_list?p=-XXv-cvA_iB_5Q8G8kW5idSwNmXypmQE) * [Berkeley's Math 10B: Methods of Mathematics: Calculus, Statistics, and Combinatorics](https://www.youtube.com/view_play_list?p=-XXv-cvA_iCZ8sTG0pDuBubsDfOFoY2X) * [Bits: The Computer Science of Digital Information](http://www.extension.harvard.edu/open-learning-initiative/bits) * [Computer Graphics](http://nptel.ac.in/courses/106106090/) * [LouvainX Paradigms of Computer Programming – Abstraction and Concurrency](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-2x-1#!) * [LouvainX Paradigms of Computer Programming – Fundamentals ](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-1x-1) * [MIT Numerical Methods (2014)](http://www.iitg.ernet.in/kartha/CE601-14/CourseSchedule.htm) * [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/) * [Principles of Reactive Programming](https://www.coursera.org/course/reactive) * [Stanford Cryptography I](https://www.coursera.org/course/crypto) * [Stanford Cryptography II](https://www.coursera.org/course/crypto2) * [Stanford SEE 229 - Machine Learning](https://see.stanford.edu/Course/CS229) ### OCaml * [Cornell's Data Structures and Functional Programming](http://www.cs.cornell.edu/courses/cs3110/2015fa/) * [Introduction to Functional Programming in OCaml](https://www.fun-mooc.fr/courses/parisdiderot/56002S02/session02/about) ### Oracle PL/SQL * [Steven Feuerstein's PL/SQL Obsession - Videos and Presentations](http://www.toadworld.com/platforms/oracle/w/wiki/8243.plsql-obsession) ### Python * [Berkeley's Structure and Interpretation of Computer Programs](http://cs61a.org) * [Google's Python Course](https://developers.google.com/edu/python/) * [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) * [Learn Python](https://pythonspot.com) * [Learn to program in Python](https://www.codecademy.com/learn/python) * [Programming for Everybody: Getting Started with Python](https://www.coursera.org/learn/python) (Coursera) * [Programming Foundations with Python](https://www.udacity.com/course/programming-foundations-with-python--ud036) (Udacity) ### R * [R Programming](https://www.coursera.org/course/rprog) ### RethinkDB * [RethinkDB: Distributed Databases](https://courses.platzi.com/courses/rethinkdb-databases/) ### Ruby * [RubyMonk - Interactive Ruby tutorials](https://rubymonk.com) ### Sails.Js * [Develop web apps in Node.js and Sails.js](https://courses.platzi.com/courses/develop-apps-sails-js/) ### Scala * [Functional Programming Principles in Scala](https://www.coursera.org/course/progfun) * [Principles of Reactive Programming](https://www.coursera.org/course/reactive) ### 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) ### Swift * [Swiftris - Build an iOS Tetris app from scratch](https://www.bloc.io/swiftris-build-your-first-ios-game-with-swift) ### Theory * [Automata Theory](https://lagunita.stanford.edu/courses/course-v1:ComputerScience+Automata+Fall2016/about) * [Udacity: Intro to Theoretical Computer Science](https://www.udacity.com/course/intro-to-theoretical-computer-science--cs313) ### Web Development * [Discover Flask - Full Stack Web Development with Flask](https://github.com/realpython/discover-flask) * [Flask(A Python Microframework) Tutorial](http://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world) * [The Odin Project - Learn Web Development for Free](http://www.theodinproject.com) * [Udacity Web Development Course Catalog](https://www.udacity.com/courses#!/web-development#!/web-development)