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Index

Algorithms & Data Structures

Berkeley University CS 61B: Data Structures
Data Structures Easy to Advanced Course - Full Tutorial from a Google Engineer - William Fiset - (freeCodeCamp)
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)
Angular for Beginners - Angular University (Udemy)
Angular Tutorial For Beginners - Codevolution (YouTube)

Bash / Shell

Bento Shell Track (Bento)
Shell Scripting Tutorial

C

C Programming Tutorial
C Programming Tutorial for Beginners - Mike Dane - (freeCodeCamp)
Introduction to Computer Science
The Arduino Platform and C Programming

C Sharp

C# 101 - Scott Hanselman, Kendra Havens Microsoft.
C# Tutorial - Full Course for Beginners - Mike Dane - (freeCodeCamp)
Learn how to program: C# - Epicodus Inc.

C++

C++ Tutorial
C++ Tutorial for Beginners - Full Course - Mike Dane - (freeCodeCamp)
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)
DML Server Administration - (Alison)
Introduction to Databases (Stanford University)
Learn SQL Basic for Data Science Specialisation (Coursera)

Deep Learning

Convolutional Neural Networks for Visual Recognition
Deep Learning for Natural Language Processing
Deep Learning Specialization (coursera)
Deep Reinforcement Learning - Sergey Levine
Intro to Deep Learning - Ryan Holbrook
MIT 6.S094: Deep Learning for Self-Driving Cars
Practical Deep Learning For Coders taught - Jeremy Howard
Practical Deep Learning for Coders, v3 (using fastai library)
Self-Paced Courses for Deep Learning
Unsupervised Feature Learning and Deep Learning
What is Deep Learning (Udacity)

Docker

Docker Tutorial - TutorialsPoint
Docker Tutorial for Beginners - FreeCodeCamp
Learn Docker, Container Runtimes, Builders and Registries - Katacoda

Game Development

Unity Beginner Fundamentals(Unity Learn)

Git

Go

A Tour Of Go
Go Tutorial
Golang | Gin HTTP Framework - Pragmatic Reviews
Learn Go Programming - Golang Tutorial for Beginners - FreeCodeCamp

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)
Complete HTML/CSS BootCamp - FrontEnd Masters
CSS Flexbox - Mastering the Basics - Vishwas Gopinath (Udemy)
CSS Grid - Wesbos
CSS Tutorial
Flexbox in 30 Days - Samantha Ming
HTML Tutorial
Learn how to program: CSS - Epicodus Inc.
Learn HTML5 Programming From Scratch
Learn to style HTML using CSS
Structuring the web with HTML
What the Flexbox - Wesbos

iOS

Java

Central Connecticut State University, Introduction to CS Using Java
CS106A - Programming Methodology - (Stanford)
Introduction to Java
Java for Complete Beginners
Java for Mobile Devices - Introducing Codename One
Java Online Training | Edureka - (Edureka)
Learn how to program: Java - Epicodus Inc.
My Free Java Course - Automation, Development - Angie Jones
Object-Oriented programming with Java, part I
Object-Oriented programming with Java, part II
Princeton Algorithms, Part 1
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)
Javascript30 - Wesbos
Learn how to program: JavaScript - Epicodus Inc.
learn:query

Angular.js

jQuery

Bento jQuery Track (Bento)
Introduction to JQuery (Udacity)

NodeJS

Node.js API Development for Beginners (Udemy)
Node.js Basics - Java Brains (Youtube)

React

React basic in just 1 hour (Udemy)
React Crash Course 2020 - freecodecamp
React Hooks - WebDevSimplified
Start Using React to Build Web Applications

React Native

React Native for Beginners - The Net Ninja

Redux

Getting Started with Redux

Sails.Js

Develop web apps in free-programming-playgrounds.md.js and Sails.js

Vue.js

Kubernetes

Learn Kubernetes - Katacoda

Linux

Introduction To Linux - The Linux Foundation (edx)
Linux Command Line - Adam Eubankas (Udemy)
Linux Operating System Fundamentals - Linux Academy (Udemy)
Linux Tutorials and Projects - Jason Cannon (Udemy)
Red Hat Enterprise Linux Technical Overview - Red Hat, Inc. (Udemy)

Lua

Machine Learning

Deep Learning Fundamentals by DeepLearning.TV (cognitiveclass.ai)
Google's Machine Learning Crash Course
Intro to Machine Learning (Kaggle)
Intro to Machine Learning Udacity (Udacity)
Machine Learning Recipes with Josh Gordon
Machine Learning with Python by Saeed Aghabozorgi (cognitiveclass.ai)
Pattern Recognition and Machine Learning
Principles of Machine Learning By Microsoft
PyTorch tutorials by PyTorch.org
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
Elements of AI
Embedded Software Safety (P. Koopman)
FindLectures.com - Index of conference talks by language / topic
Introduction to Reinforcement Learning with David Silver - David Silver
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)
PHP Tutorial - W3Schools

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 Basics for Data Science (DPhi)
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 Foundations with Python (Udacity)
Python Beginners-Intermediate Tutorial - Corey Schafer
Python Course
Python Django Basics Tutorial - Corey Schafer
Python Flask Framework Tutorial - Corey Schafer
Python Flask Tutorial (TutorialsPoint)
Python for Everybody (Coursera Reading Materials with YouTube Videos)
Python Learn Course - Colin Morris (Kaggle)
Python Programming Tutorial
Python Tutorial - W3Schools
SoloLearn
The Python Tutorial

QB64

Game Programming with QB64 - Terry Ritchie

R

R Programming
R Programming Tutorial - (Barton Poulson) - (freeCodeCamp)
R Tutorial For Beginners | Edureka - (Edureka)

RethinkDB

RethinkDB: Distributed Databases

Ruby

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

Scala

Security

Ethical Hacking -(Hacker101)
The Complete Cyber Security & Hacking Course -(Insec Techs- EH Academy)

Software Engineering

SQL

SQL Tutorial
SQL Tutorial - Full Database Course for Beginners - (Mike Dane) - (freeCodeCamp)

Swift

100 days of Swift - Hacking With 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)