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* Update free-courses-en.md I built this search engine for my own research into software architecture, but I suspect it might be helpful to others. * Update free-courses-en.md * Update free-courses-en.md
313 lines
14 KiB
Markdown
313 lines
14 KiB
Markdown
### Index
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* [Algorithms & Data Structures](#algorithms--data-structures)
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* [Android](#android)
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* [AngularJS](#angularjs)
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* [Assembly](#assembly)
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* [Bash](#bash)
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* [C](#c)
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* [C#](#c-sharp)
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* [C++](#c-1)
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* [Clojure](#clojure)
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* [Compilers](#compilers)
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* [CUDA](#cuda)
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* [Data Science](#datascience)
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* [Databases](#databases)
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* [Deep Learning](#deep-learning)
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* [Git](#git)
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* [Go](#go)
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* [Haskell](#haskell)
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* [HTML / CSS](#html--css)
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* [iOS](#ios)
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* [Java](#java)
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* [JS](#js)
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* [Lua](#lua)
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* [Machine Learning](#machine-learning)
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* [Matlab](#matlab)
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* [Misc](#misc)
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* [OCaml](#ocaml)
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* [Oracle PL/SQL](#oracle-plsql)
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* [Python](#python)
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* [R](#r)
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* [RethinkDB](#rethinkdb)
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* [Ruby](#ruby)
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* [Sails.js](#sailsjs)
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* [Scala](#scala)
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* [Software Engineering](#software-engineering)
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* [Swift](#swift)
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* [SystemVerilog](#systemverilog)
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* [Theory](#theory)
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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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* [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: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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* [Creative, Serious and Playful Science of Android Apps](https://www.coursera.org/course/androidapps101/)
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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)
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* [Programming Mobile Applications for Android Handheld Systems pt. 2](https://www.coursera.org/course/androidpart2)
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* [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 Course Catalog](https://www.udacity.com/courses#!/android#!/android)
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### AngularJS
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* [CodeCademy Angular](https://www.codecademy.com/learn/learn-angularjs)
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* [Shaping up with Angular.js](https://www.codeschool.com/courses/shaping-up-with-angular-js)
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### Bash
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* [Bash tutorial](http://gdrcorelec.ups-tlse.fr/files/bash.pdf) (PDF)
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### C
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* [Introduction to Computer Science](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#.VNsjDvmUcmQ)
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### C Sharp
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* [Beginning Game Programming with C#](https://www.coursera.org/course/gameprogramming)
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### C++
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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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### Clojure
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* [Functional Programming with Clojure](http://mooc.fi/courses/2014/clojure/index.html)
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### Compilers
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* [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)
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### Data Science
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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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### 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
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* [Convolutional Neural Networks for Visual Recognition](http://cs231n.github.io)
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* [Deep Learning for Natural Language Processing](http://cs224d.stanford.edu)
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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)
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### Git
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* [Git and Gitlab Live Workshop](https://courses.platzi.com/courses/git-gitlab/)
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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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* [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
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* [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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* [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 a personal splash page in 1 hour: A Hands-on Intro to HTML & CSS](http://www.thefirehoseproject.com/lessons/splash-page)
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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 7 Apps for iPhone and iPad](https://itunes.apple.com/us/course/developing-ios-7-apps-for/id733644550)
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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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* [Princeton Algorithms, Part 1](https://www.coursera.org/course/algs4partI)
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* [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)
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### JS
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* [Egghead.io](https://egghead.io)
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* [learn:query](https://learnquery.infinum.co)
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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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* [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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### 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/)
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* [Algorithm Design and Implementation](https://www.youtube.com/playlist?list=PL6EF0274BD849A7D5)
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* [Berkeley's CS 61B: Data Structures](https://www.youtube.com/playlist?list=PL-XXv-cvA_iDXrTvCvDgIkeCWeSIDr4Yh)
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* [Berkeley's CS 70: Discrete Mathematics and Probability Theory](https://www.youtube.com/course?list=EC1A2EBAC4283FE3EA)
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* [Berkeley's CS 162: Operating Systems and Systems Programming](https://www.youtube.com/view_play_list?p=-XXv-cvA_iCrnl0625nXp4GimjT-cv_1)
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* [Berkeley's CS 164: Programming Languages and Compilers](https://www.youtube.com/playlist?list=PL3A16CFC42CA6EF4F&feature=plcp)
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* [Berkeley's CS 169: Software Engineering](https://www.youtube.com/view_play_list?p=-XXv-cvA_iAS_kCeleydK6mDc0kCbdhU)
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* [Berkeley's CS 194: What is an Operating System?](https://www.youtube.com/view_play_list?p=-XXv-cvA_iB_5Q8G8kW5idSwNmXypmQE)
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* [Berkeley's Math 10B: Methods of Mathematics: Calculus, Statistics, and Combinatorics](https://www.youtube.com/view_play_list?p=-XXv-cvA_iCZ8sTG0pDuBubsDfOFoY2X)
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* [Bits: The Computer Science of Digital Information](http://www.extension.harvard.edu/open-learning-initiative/bits)
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* [Computer Graphics](http://nptel.ac.in/courses/106106090/)
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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 Numerical Methods (2014)](http://www.iitg.ernet.in/kartha/CE601-14/CourseSchedule.htm)
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* [MIT's Artificial Intelligence](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/)
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* [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/)
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* [MIT's Introduction to Algorithms](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/)
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* [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/)
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* [Principles of Reactive Programming](https://www.coursera.org/course/reactive)
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* [Stanford Cryptography I](https://www.coursera.org/course/crypto)
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* [Stanford Cryptography II](https://www.coursera.org/course/crypto2)
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* [Stanford SEE 229 - Machine Learning](https://see.stanford.edu/Course/CS229)
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### OCaml
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* [Cornell's Data Structures and Functional Programming](http://www.cs.cornell.edu/courses/cs3110/2015fa/)
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* [Introduction to Functional Programming in OCaml](https://www.fun-mooc.fr/courses/parisdiderot/56002S02/session02/about)
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### Oracle PL/SQL
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* [Steven Feuerstein's PL/SQL Obsession - Videos and Presentations](http://www.toadworld.com/platforms/oracle/w/wiki/8243.plsql-obsession)
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### Python
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* [An Introduction to Interactive Programming in Python (Part 1)](https://www.coursera.org/learn/interactive-python-1) (Coursera)
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* [An Introduction to Interactive Programming in Python (Part 2)](https://www.coursera.org/learn/interactive-python-2) (Coursera)
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* [Berkeley's Structure and Interpretation of Computer Programs](http://cs61a.org)
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* [Codesdope](https://www.codesdope.com/python-introduction)
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* [Google's Python Course](https://developers.google.com/edu/python/)
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* [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)
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* [Learn Python](https://pythonspot.com)
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* [Learn Python - Free Interactive Python Tutorial](http://www.learnpython.org)
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* [Learn to program in Python](https://www.codecademy.com/learn/python)
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* [Learn to Program: The Fundamentals](https://www.coursera.org/learn/learn-to-program) (Coursera)
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* [Learn to Program Using Python](https://www.edx.org/course/learn-program-using-python-utarlingtonx-cse1309x) (edX)
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* [Microsoft Virtual Academy](https://mva.microsoft.com/en-US/training-courses/introduction-to-programming-with-python-8360)
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* [Programming for Everybody](https://www.coursera.org/learn/python)
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* [Programming Foundations with Python](https://www.udacity.com/course/programming-foundations-with-python--ud036) (Udacity)
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* [Python Course](http://www.python-course.eu)
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### R
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* [R Programming](https://www.coursera.org/course/rprog)
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### RethinkDB
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* [RethinkDB: Distributed Databases](https://courses.platzi.com/courses/rethinkdb-databases/)
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### Ruby
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* [RubyMonk - Interactive Ruby tutorials](https://rubymonk.com)
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### Sails.Js
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* [Develop web apps in Node.js and Sails.js](https://courses.platzi.com/courses/develop-apps-sails-js/)
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### Scala
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* [Functional Programming Principles in Scala](https://www.coursera.org/course/progfun)
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* [Principles of Reactive Programming](https://www.coursera.org/course/reactive)
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### Software Engineering
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* [Advanced Software Construction in Java](https://www.edx.org/course/advanced-software-construction-java-mitx-6-005-2x#!)
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* [Agile Development Using Ruby on Rails - Advanced](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-2x#!)
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* [Agile Development Using Ruby on Rails - Basics](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-1x#!)
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* [Software Construction in Java](https://www.edx.org/course/software-construction-java-mitx-6-005-1x)
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### Swift
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* [Swiftris - Build an iOS Tetris app from scratch](https://www.bloc.io/swiftris-build-your-first-ios-game-with-swift)
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### SystemVerilog
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* [SystemVerilog - Learn basics of SystemVerilog for Hardware Verification](https://verificationexcellence.teachable.com/p/learn-systemverilog)
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* [SystemVerilog based UVM Methodology - Learn to build UVM based Testbenches in SystemVerilog](https://verificationexcellence.teachable.com/p/learn-ovm-uvm)
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### Theory
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* [Automata Theory](https://lagunita.stanford.edu/courses/course-v1:ComputerScience+Automata+Fall2016/about)
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* [Udacity: Intro to Theoretical Computer Science](https://www.udacity.com/course/intro-to-theoretical-computer-science--cs313)
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### Web Development
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* [Discover Flask - Full Stack Web Development with Flask](https://github.com/realpython/discover-flask)
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* [Flask(A Python Microframework) Tutorial](http://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world)
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* [The Odin Project - Learn Web Development for Free](http://www.theodinproject.com)
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* [Udacity Web Development Course Catalog](https://www.udacity.com/courses#!/web-development#!/web-development)
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