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### Index

* [Algorithms & Data Structures](#algorithms--data-structures)
* [Android](#android)
* [Angular](#angular)
* [Assembly](#assembly)
* [Bash / Shell](#bash--shell)
* [C](#c)
* [C#](#c-sharp)
* [C++](#c-1)
* [Clojure](#clojure)
* [Compilers](#compilers)
* [CUDA](#cuda)
* [Data Science](#data-science)
* [Databases](#databases)
* [Deep Learning](#deep-learning)
* [Git](#git)
* [Go](#go)
* [Haskell](#haskell)
* [HTML / CSS](#html--css)
* [iOS](#ios)
* [Java](#java)
* [JavaScript](#javascript)
  * [Angular.js](#angularjs)
  * [GraphQL](#graphql)
  * [jQuery](#jquery)
  * [React](#react)
  * [Redux](#redux)
  * [Sails.js](#sailsjs)
* [Linux](#linux)
* [Lua](#lua)
* [Machine Learning](#machine-learning)
* [Matlab](#matlab)
* [Mercurial](#mercurial)
* [Misc](#misc)
* [.NET](#net)
* [OCaml](#ocaml)
* [Perl](#perl)
* [PHP](#php)
* [Python](#python)
* [QB64](#QB64)
* [R](#r)
* [RethinkDB](#rethinkdb)
* [Ruby](#ruby)
* [Sails.js](#sailsjs)
* [Scala](#scala)
* [Software Engineering](#software-engineering)
* [SQL](#sql)
* [Swift](#swift)
  * [Vapor](#vapor)
* [Theory](#theory)
* [TypeScript](#typescript)
* [Verilog / VHDL / SystemVerilog](#verilog--vhdl--systemverilog)
* [Web Development](#web-development)

### Algorithms & Data Structures

* [Berkeley University CS 61B: Data Structures](http://datastructur.es/sp16/)
* [IIT Bombay Foundation of Data Structures (CS213.1x)](https://courses.edx.org/courses/course-v1:IITBombayX+CS213.1x+1T2017/course/)
* [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
* [Princeton University Algorithms, Part 1](https://www.coursera.org/learn/algorithms-part1)
* [Princeton University Algorithms, Part 2](https://www.coursera.org/learn/algorithms-part2)
* [Stanford University Algorithms: Design and Analysis, Part 1](http://online.stanford.edu/course/algorithms-design-and-analysis-part-1)
* [Stanford University 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

* [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)
* [Learn how to program: Android](https://www.learnhowtoprogram.com/android) - Epicodus Inc.
* [Material design](https://material.io/guidelines/)
* [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)

### Angular

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

### Bash / Shell

* [Bento Shell Track](https://bento.io/topic/shell) (Bento)
* [Shell Scripting Tutorial](https://www.youtube.com/playlist?list=PL7B7FA4E693D8E790)

### C

* [C Programming Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoGzOXqtKeM71OLpvZbuU0P)
* [Introduction to Computer Science](https://www.edx.org/course/introduction-computer-science-harvardx-cs50x#.VNsjDvmUcmQ)
* [The Arduino Platform and C Programming](https://www.coursera.org/learn/arduino-platform)

### C Sharp

* [Learn how to program: C#](https://www.learnhowtoprogram.com/c) - Epicodus Inc.

### C++

* [C++ Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoVZWSN-ze3VVtIfZfXwAGM)
* [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)
* 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)

### Clojure

* [Functional Programming with Clojure](http://mooc.fi/courses/2014/clojure/)

### 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) (Udacity)

### Data Science

* [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/)
* [Introduction to Python for Data Science](https://www.edx.org/course/introduction-python-data-science-microsoft-dat208x-3)
* [More Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/moredataminingwithweka/)
* [The Analytics Edge](https://www.edx.org/course/analytics-edge-mitx-15-071x-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)
* [MIT 6.S094: Deep Learning for Self-Driving Cars](https://selfdrivingcars.mit.edu)
* [Practical Deep Learning For Coders taught](http://www.fast.ai) - Jeremy Howard
* [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) (Udacity)

### Git

* [Bento Git Learning Track](https://bento.io/topic/git) (Bento)
* [Bento GitHub Learning Track](https://bento.io/topic/github) (Bento)
* [Git and GitHub for Poets](https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZF9C0YMKuns9sLDzK6zoiV)
* [GitHowTo](https://githowto.com)
* [How to Use Git and GitHub](https://www.udacity.com/course/how-to-use-git-and-github--ud775) (Udacity)

### Go

* [A Tour Of Go](https://tour.golang.org/welcome/1)
* [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

* [Bento CSS Learning Track](https://bento.io/topic/css) (Bento)
* [Bento HTML Learning Track](https://bento.io/topic/html) (Bento)
* [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 Your First Game: Arcade Classic in JavaScript on Canvas](https://www.udemy.com/code-your-first-game/) - Chris DeLeon (Udemy)
* [CSS Flexbox - Mastering the Basics](https://www.udemy.com/css-flexbox-mastering-the-basics/) - Vishwas Gopinath (Udemy)
* [CSS Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWqMH9a9DY8LFKrJ5NJCFHHe)
* [Flexbox in 30 Days](https://github.com/samanthaming/Flexbox30) - Samantha Ming
* [HTML Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWr_FB-hVEgEGUESZL1TOiJ6)
* [Learn how to program: CSS](https://www.learnhowtoprogram.com/css) - Epicodus Inc.
* [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 11 Apps with Swift](https://itunes.apple.com/us/course/developing-ios-11-apps-with-swift/id1309275316)
* [Ray Wenderlich iOS Tutorial](https://www.raywenderlich.com/category/ios)

### 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)
* [Java for Mobile Devices - Introducing Codename One](https://codenameone.teachable.com/p/java-for-mobile-devices-introducing-codename-one)
* [Learn how to program: Java](https://www.learnhowtoprogram.com/java-june-2017) - Epicodus Inc.
* [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/)
* [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) (Udacity)
* [Spring 5 Core - An Ultimate Guide](https://www.udemy.com/learn-spring-5-core-from-scratch/) - Somnath Musib (Udemy)

### JavaScript

* [Bento JavaScript Learning Track](https://bento.io/topic/javascript) (Bento)
* [Egghead.io](https://egghead.io)
* [Intro to JavaScript ES6 programming](https://www.youtube.com/playlist?list=PL-xu4i_QDSxcoDNeh8rx5-pHCCTOg0XsI)
* [Javascript Essentials](https://www.udemy.com/javascript-essentials/) - Lawrence Turton (Udemy)
* [Learn how to program: JavaScript](https://www.learnhowtoprogram.com/javascript) - Epicodus Inc.
* [learn:query](https://learnquery.infinum.co)

#### Angular.js

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

#### GraphQL

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

#### jQuery

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

#### React

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

#### Redux

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

### Sails.Js

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

### Linux

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

### Lua

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

### Machine Learning

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

### Mercurial

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

### 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)
* [Aml-2018 Ambient Intelligence](https://www.youtube.com/playlist?list=PLqRTLlwsxDL8fUcY2Y54sITILyJcTySpC) (F. Corno - L. De Russis - A. Monge Roffarello)
* [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)
* [Bits: The Computer Science of Digital Information](http://www.extension.harvard.edu/open-learning-initiative/bits)
* [Caltech's Learning From data](https://work.caltech.edu/telecourse.html)
* [Computer Graphics](http://nptel.ac.in/courses/106106090/)
* [Elements of AI](https://www.elementsofai.com)
* [Embedded Software Safety](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) (P. Koopman)
* [FindLectures.com](https://www.findlectures.com/?class1=Technology) - Index of conference talks by language / topic
* [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 6.S099: Artificial General Intelligence](https://agi.mit.edu)
* [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)
* [Robotics I](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) - (A. De Luca)
* [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)

### .NET

* [Learn how to program: .NET](https://www.learnhowtoprogram.com/net) - Epicodus Inc.

### 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)

### Perl

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

### PHP

* [Laravel 5.8 Tutorial From Scratch](https://www.youtube.com/playlist?list=PLpzy7FIRqpGD0kxI48v8QEVVZd744Phi4) - Coder's Tape  (2019)
* [Learn how to program: PHP](https://www.learnhowtoprogram.com/php) - Epicodus Inc.
* [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)

### Python

* [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)
* [Bento Python Learning Track](https://bento.io/topic/python) (Bento)
* [Berkeley's Structure and Interpretation of Computer Programs](http://cs61a.org)
* [Codesdope](https://www.codesdope.com/python-introduction)
* [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)
* [Introduction to Python](https://docs.microsoft.com/en-us/learn/modules/intro-to-python/)(Microsoft Docs)
* [Introduction to Python Programming](https://www.udacity.com/course/introduction-to-python--ud1110) (Udacity)
* [Learn Python](https://pythonspot.com)
* [Learn Python - Free Interactive Python Tutorial](http://www.learnpython.org)
* [Learn Python From Scratch](https://www.udemy.com/learn-python-from-scratch-w/) - MD. Hasanur Rahaman Hasib (Udemy)
* [Learn to program in Python](https://www.codecademy.com/learn/python)
* [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)
* [Programming Foundations with Python](https://www.udacity.com/course/programming-foundations-with-python--ud036) (Udacity)
* [Python Course](http://www.python-course.eu)
* [Python Programming Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpX_byHyTEj9hecPngl2DqR)

### QB64

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

### R

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

### RethinkDB

* [RethinkDB: Distributed Databases](https://courses.platzi.com/courses/rethinkdb-databases/)

### Ruby

* [Learn how to program: Ruby](https://www.learnhowtoprogram.com/ruby) - Epicodus Inc.
* [RubyMonk - Interactive Ruby tutorials](https://rubymonk.com)

### 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)

### SQL

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

### Swift

* [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)
* [Swiftris - Build an iOS Tetris app from scratch](https://www.bloc.io/swiftris-build-your-first-ios-game-with-swift)

#### Vapor

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

### Theory

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

### TypeScript

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

### 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)
* [Verilog Hardware Description Language - An Introductory Course](http://vol.verilog.com/VOL/main.htm)

### 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)
* [Free Code Camp](https://www.freecodecamp.org)
* [Python Web Scraping & Crawling using Scrapy](https://www.youtube.com/playlist?list=PLhTjy8cBISEqkN-5Ku_kXG4QW33sxQo0t)
* [The Odin Project - Learn Web Development for Free](http://www.theodinproject.com)
* [Web Information Retrieval](https://www.youtube.com/playlist?list=PLAQopGWlIcya-9yzQ8c8UtPOuCv0mFZkr) - L. Becchetti, A. Vitaletti (University of Sapienza Rome)

一键复制编辑原始数据按行查看历史

提交于 2020-01-13 09:49 . Normalize udacity listings (#3409)

Index

Algorithms & Data Structures

Berkeley University CS 61B: Data Structures
IIT Bombay Foundation of Data Structures (CS213.1x)
MIT's Design and Analysis of Algorithms (Spring 2012) - Dana Moshkovitz, Bruce Tidor
MIT's Design and Analysis of Algorithms (Spring 2015) - Erik Demaine, Srini Devadas, Nancy Lynch
MIT's Introduction to Algorithms (SMA 5503) (Fall 2005) - Charles Leiserson, Erik Demaine
Princeton University Algorithms, Part 1
Princeton University Algorithms, Part 2
Stanford University Algorithms: Design and Analysis, Part 1
Stanford University Algorithms: Design and Analysis, Part 2

Assembly

Android

Angular

Angular Fast Crash Course - Edwin Diaz, Coding Faculty Solutions (Udemy)

Bash / Shell

Bento Shell Track (Bento)
Shell Scripting Tutorial

C

C Sharp

Learn how to program: C# - Epicodus Inc.

C++

C++ Tutorial
Google's C++ Course
Introduction to C++ (MIT's opencourseware)
LearnCpp.com C++ Tutorial
Microsoft edX Courses:

Clojure

Functional Programming with Clojure

Compilers

Stanford's Compilers

Cuda

Intro to Parallel Programming Using CUDA to Harness the Power of GPUs (Udacity)

Data Science

Databases

Database Systems (MIT's opencourseware)
Introduction to Databases (Stanford University)

Deep Learning

Git

Go

Haskell

C9 : Functional Programming Fundamentals - Erik Meijer
CIS 194: Introduction to Haskell - Brent Yorgey
CS240h: Functional Systems in Haskell - Bryan O'Sullivan
edX: Introduction to Functional Programming - Erik Meijer
RWTH Aachen University: Functional Programming - Jürgen Giesl

HTML / CSS

Bento CSS Learning Track (Bento)
Bento HTML Learning Track (Bento)
Build a Personal Website with Dash
Build a responsive website with Webflow
Build a SaaS landing page using Skeleton
Build Dynamic Websites
Code Your First Game: Arcade Classic in JavaScript on Canvas - Chris DeLeon (Udemy)
CSS Flexbox - Mastering the Basics - Vishwas Gopinath (Udemy)
CSS Tutorial
Flexbox in 30 Days - Samantha Ming
HTML Tutorial
Learn how to program: CSS - Epicodus Inc.
Learn HTML5 Programming From Scratch

iOS

Java

Central Connecticut State University, Introduction to CS Using Java
Introduction to Java
Java for Complete Beginners
Java for Mobile Devices - Introducing Codename One
Learn how to program: Java - Epicodus Inc.
Object-Oriented programming with Java, part I
Object-Oriented programming with Java, part II
Princeton Algorithms, Part 1
Princeton Algorithms, Part 2
Problem Solving With Java (Udacity)
Spring 5 Core - An Ultimate Guide - Somnath Musib (Udemy)

JavaScript

Bento JavaScript Learning Track (Bento)
Egghead.io
Intro to JavaScript ES6 programming
Javascript Essentials - Lawrence Turton (Udemy)
Learn how to program: JavaScript - Epicodus Inc.
learn:query

Angular.js

GraphQL

The Road to GraphQL The Bare Essential Package

jQuery

Bento jQuery Track (Bento)

React

Redux

Getting Started with Redux

Sails.Js

Develop web apps in Node.js and Sails.js

Linux

Ubuntu Web Development Setup - Ciprian Munteanu (Udemy)

Lua

Machine Learning

MATLAB

MIT 18.S997 Introduction to MATLAB Programming

Mercurial

Hg Init: a Mercurial Tutorial - Joel Spolsky

Misc

Advanced Data Structures
Algorithm Design and Implementation
Aml-2018 Ambient Intelligence (F. Corno - L. De Russis - A. Monge Roffarello)
Berkeley's CS 61B: Data Structures
Berkeley's CS 162: Operating Systems and Systems Programming
Berkeley's CS 169: Software Engineering
Berkeley's CS 194: What is an Operating System?
Bits: The Computer Science of Digital Information
Caltech's Learning From data
Computer Graphics
Elements of AI
Embedded Software Safety (P. Koopman)
FindLectures.com - Index of conference talks by language / topic
LouvainX Paradigms of Computer Programming – Abstraction and Concurrency
LouvainX Paradigms of Computer Programming – Fundamentals
MIT 6.S099: Artificial General Intelligence
MIT Numerical Methods (2014)
MIT's Artificial Intelligence
MIT's Computer Language Engineering
MIT's Introduction to Algorithms
MIT's Mathematics for Computer Science
Principles of Reactive Programming
Robotics I - (A. De Luca)
Stanford Cryptography I
Stanford Cryptography II
Stanford SEE 229 - Machine Learning

.NET

Learn how to program: .NET - Epicodus Inc.

OCaml

Perl

Perl Tutorial

PHP

Laravel 5.8 Tutorial From Scratch - Coder's Tape (2019)
Learn how to program: PHP - Epicodus Inc.
PHP & MySQL Tutorial - The Bad Tutorials (2015)
PHP Programming Language Tutorial - Full Course - freeCodeCamp.org (2018)

Python

An Introduction to Interactive Programming in Python (Part 1) (Coursera)
An Introduction to Interactive Programming in Python (Part 2) (Coursera)
Bento Python Learning Track (Bento)
Berkeley's Structure and Interpretation of Computer Programs
Codesdope
Google's Python Course
Introduction to Computer Science and Programming (MIT's opencourseware)
Introduction to Python(Microsoft Docs)
Introduction to Python Programming (Udacity)
Learn Python
Learn Python - Free Interactive Python Tutorial
Learn Python From Scratch - MD. Hasanur Rahaman Hasib (Udemy)
Learn to program in Python
Learn to Program: The Fundamentals (Coursera)
Learn to Program Using Python (edX)
Programming for Everybody
Programming Foundations with Python (Udacity)
Python Course
Python Programming Tutorial

QB64

Game Programming with QB64 - Terry Ritchie

R

R Programming

RethinkDB

RethinkDB: Distributed Databases

Ruby

Learn how to program: Ruby - Epicodus Inc.
RubyMonk - Interactive Ruby tutorials

Scala

Software Engineering

SQL

SQL Tutorial

Swift

How To Make An App For Beginners (iOS/Swift - 2019) - Chris Ching (Udemy)
Swiftris - Build an iOS Tetris app from scratch

Vapor

Vapor University

Theory

Automata Theory
Intro to Theoretical Computer Science (Udacity)

TypeScript

Introduction to TypeScript - Daniel Stern (Udemy)
TypeScript Fast Crash Course - Edwin Diaz, Coding Faculty Solutions (Udemy)

Verilog / VHDL / SystemVerilog

Web Development

Discover Flask - Full Stack Web Development with Flask
Flask(A Python Microframework) Tutorial
Free Code Camp
Python Web Scraping & Crawling using Scrapy
The Odin Project - Learn Web Development for Free
Web Information Retrieval - L. Becchetti, A. Vitaletti (University of Sapienza Rome)

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