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* Update deprecated links to Google's Android courses * Renaming link to codelab in alphabetical order * Rearrange in alphabetical order * Remove Android Developer Fundamentals from books * Add Android Developer Fundamentals to courses list
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Index
- Algorithms & Data Structures
- Android
- Assembly
- Bash / Shell
- C
- C#
- C++
- Clojure
- Compilers
- CUDA
- Data Science
- Databases
- Deep Learning
- Git
- Go
- Haskell
- HTML / CSS
- iOS
- Java
- JavaScript
- Lua
- Machine Learning
- Matlab
- Mercurial
- Misc
- .NET
- OCaml
- Perl
- PHP
- Python
- QB64
- R
- RethinkDB
- Ruby
- Sails.js
- Scala
- Software Engineering
- SQL
- Swift
- Theory
- Verilog / VHDL / SystemVerilog
- Web Development
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
- Introduction To Reverse Engineering Software
- Introductory Intel x86: Architecture, Assembly, Applications, & Alliteration
Android
- Android Developer Fundamentals (Version 2) — Codelab
- Android Developer Fundamentals (Version 2) — Concepts
- Learn how to program: Android - Epicodus Inc.
- Material design
- Programming Cloud Services for Android Handheld Systems
- Programming Mobile Applications for Android Handheld Systems pt. 1
- Programming Mobile Applications for Android Handheld Systems pt. 2
- Programming Mobile Services for Android Handheld Systems: Communication
- Programming Mobile Services for Android Handheld Systems: Concurrency
- Udacity Android Course Catalog
Bash / Shell
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
Compilers
Cuda
Data Science
- Advanced Data Mining with Weka MOOC
- Data Mining with Weka MOOC
- Introduction to Python for Data Science
- More Data Mining with Weka MOOC
- The Analytics Edge
Databases
- Database Systems (MIT's opencourseware)
- Introduction to Databases (Stanford University)
Deep Learning
- Convolutional Neural Networks for Visual Recognition
- Deep Learning for Natural Language Processing
- MIT 6.S094: Deep Learning for Self-Driving Cars
- Practical Deep Learning For Coders taught - Jeremy Howard
- Self-Paced Courses for Deep Learning
- Unsupervised Feature Learning and Deep Learning
- What is Deep Learning
Git
- Bento Git Learning Track (Bento)
- Bento GitHub Learning Track (Bento)
- Git and GitHub for Poets
- GitHowTo
- How to Use Git and GitHub (Udacity)
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
- CSS Tutorial
- 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
JavaScript
- Bento JavaScript Learning Track (Bento)
- Egghead.io
- Intro to JavaScript ES6 programming
- Learn how to program: JavaScript - Epicodus Inc.
- learn:query
Angular.js
- Angular.js Youtube Channel
- CodeCademy Angular
- egghead.io youtube channel: Learn AngularJS with Tutorial Videos & Training
- Shaping up with Angular.js
jQuery
- Bento jQuery Track (Bento)
React
Redux
Sails.Js
Lua
Machine Learning
- Google's Machine Learning Crash Course
- Machine Learning Mini Bootcamp
- Pattern Recognition and Machine Learning
- Principles of Machine Learning By Microsoft
- Stanford University Machine Learning
MATLAB
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
- 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
- Cornell's Data Structures and Functional Programming
- Introduction to Functional Programming in OCaml
Perl
PHP
- Learn how to program: PHP - Epicodus Inc.
- PHP & MySQL Tutorial
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 Programming (Udacity)
- Learn Python
- Learn Python - Free Interactive Python Tutorial
- Learn to program in Python
- Learn to Program: The Fundamentals (Coursera)
- Learn to Program Using Python (edX)
- Microsoft Virtual Academy
- Programming for Everybody
- Programming Foundations with Python (Udacity)
- Python Course
- Python Programming Tutorial
QB64
- Game Programming with QB64 - Terry Ritchie
R
RethinkDB
Ruby
- Learn how to program: Ruby - Epicodus Inc.
- RubyMonk - Interactive Ruby tutorials
Scala
Software Engineering
- Advanced Software Construction in Java
- Agile Development Using Ruby on Rails - Advanced
- Agile Development Using Ruby on Rails - Basics
- Software Construction in Java
SQL
Swift
Vapor
Theory
Verilog / VHDL / SystemVerilog
- SOC Verification Using SystemVerilog
- SystemVerilog - Learn basics of SystemVerilog for Hardware Verification
- SystemVerilog based UVM Methodology - Learn to build UVM based Testbenches in SystemVerilog
- Verilog Hardware Description Language - An Introductory Course