free-programming-books/courses/free-courses-en.md

### Index

-   [0 - MOOC](#0---mooc)
-   [Algorithms & Data Structures](#algorithms--data-structures)
-   [Android](#android)
-   [Assembly](#assembly)
-   [AutoIt](#autoit)
-   [Bash / Shell](#bash--shell)
-   [Bootstrap](#bootstrap)
-   [C](#c)
-   [C#](#c-sharp)
-   [C++](#cpp)
-   [Clojure](#clojure)
-   [Compilers](#compilers)
-   [CUDA](#cuda)
-   [Dart](#dart)
-   [Data Science](#data-science)
-   [Databases](#databases)
    -   [NoSQL](#nosql)
    -   [SQL](#sql)
-   [Deep Learning](#deep-learning)
-   [Docker](#docker)
-   [Flutter](#flutter)
-   [Game Development](#game-development)
-   [Git](#git)
-   [Go](#go)
-   [Haskell](#haskell)
-   [HTML / CSS](#html--css)
-   [iOS](#ios)
-   [Java](#java)
-   [JavaScript](#javascript)
    -   [AngularJS](#angularjs)
    -   [D3.js](#d3js)
    -   [jQuery](#jquery)
    -   [Next.js](#nextjs)
    -   [NodeJS](#nodejs)
    -   [React](#react)
    -   [React Native](#react-native)
    -   [Redux](#redux)
    -   [Vue.js](#vuejs)
-   [Kotlin](#kotlin)
-   [Kubernetes](#kubernetes)
-   [Linux](#linux)
-   [Lua](#lua)
-   [Machine Learning](#machine-learning)
-   [Markdown](#markdown)
-   [Matlab](#matlab)
-   [Misc](#misc)
-   [.NET](#net)
-   [OCaml](#ocaml)
-   [Perl](#perl)
-   [PHP](#php)
-   [PLC - Programmable logic controllers](#plc---programmable-logic-controllers)
-   [Processing](#processing)
-   [Python](#python)
    -   [Django](#django)
    -   [Flask](#flask)
-   [QB64](#QB64)
-   [R](#r)
-   [Ruby](#ruby)
-   [Rust](#rust)
-   [Scala](#scala)
-   [Security](#security)
-   [Swift](#swift)
    -   [Vapor](#vapor)
-   [Theory](#theory)
-   [TypeScript](#typescript)
    -   [Angular](#angular)
    -   [Deno](#deno)
-   [Verilog / VHDL / SystemVerilog](#verilog--vhdl--systemverilog)
-   [Web Development](#web-development)

### 0 - MOOC

-   [Coursera](https://www.coursera.org)
-   [edX](https://www.edx.org)
-   [freeCodeCamp](https://www.freecodecamp.org)
-   [FutureLearn](https://www.futurelearn.com)
-   [MIT OCW](http://ocw.mit.edu)
-   [MOOC.fi](https://www.mooc.fi/en/)
-   [NPTEL](https://onlinecourses.nptel.ac.in)
-   [openHPI](https://open.hpi.de)
-   [openSAP](https://open.sap.com)
-   [Platzi](https://courses.platzi.com)
-   [Udacity](https://www.udacity.com)

### Algorithms & Data Structures

-   [Algorithms](https://www.youtube.com/playlist?list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O) - Abdul Bari
-   [Berkeley University CS 61B: Data Structures](http://datastructur.es/sp16/)
-   [Data Structures](https://www.youtube.com/playlist?list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P) - mycodeschool
-   [Data Structures Easy to Advanced Course - Full Tutorial from a Google Engineer](https://www.youtube.com/watch?v=RBSGKlAvoiM) - William Fiset - (freeCodeCamp)
-   [IIT Bombay Foundation of Data Structures (CS213.1x)](https://courses.edx.org/courses/course-v1:IITBombayX+CS213.1x+1T2017/course/)
-   [Intro to Data Structures and Algorithms](https://www.udacity.com/course/data-structures-and-algorithms-in-python--ud513) - Brynn Claypoole, Horatio Thomas (Udacity)
-   [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)
-   [Sorting Algorithms](https://www.youtube.com/playlist?list=PL2_aWCzGMAwKedT2KfDMB9YA5DgASZb3U) - mycodeschool
-   [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)
-   [This is CS50x](https://cs50.harvard.edu/x/2020/) - David J. Malan (Harvard OpenCourseWare)

### Android

-   [Advanced Android App Development](https://www.udacity.com/course/advanced-android-app-development--ud855) - (Udacity)
-   [Advanced Android with Kotlin](https://www.udacity.com/course/advanced-android-with-kotlin--ud940) - (Udacity)
-   [Android App Development for Beginners Playlist](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGBsvRxJJOzG4r4k_zLKrnxl) - Bucky Roberts - (thenewboston)
-   [Android Basics: Data Storage](https://www.udacity.com/course/android-basics-data-storage--ud845) - (Udacity)
-   [Android Basics: Multiscreen Apps](https://www.udacity.com/course/android-basics-multiscreen-apps--ud839) - (Udacity)
-   [Android Basics: Networking](https://www.udacity.com/course/android-basics-networking--ud843) - (Udacity)
-   [Android Basics: User Input](https://www.udacity.com/course/android-basics-user-input--ud836) - (Udacity)
-   [Android Basics: User Interface](https://www.udacity.com/course/android-basics-user-interface--ud834) - (Udacity)
-   [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)
-   [Android Performance](https://www.udacity.com/course/android-performance--ud825) - (Udacity)
-   [Build Native Mobile Apps with Flutter](https://www.udacity.com/course/build-native-mobile-apps-with-flutter--ud905) - (Udacity)
-   [CS50 2019 - Android Track](https://www.youtube.com/playlist?list=PLhQjrBD2T381qULidYDKP55-4u1piASC1) - David J. Malan (Harvard OpenCourseWare)
-   [Developing Android Apps](https://www.udacity.com/course/new-android-fundamentals--ud851) - (Udacity)
-   [Developing Android Apps with Kotlin](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012) - (Udacity)
-   [Firebase in a Weekend: Android](https://www.udacity.com/course/firebase-in-a-weekend-by-google-android--ud0352) - (Udacity)
-   [Gradle for Android and Java](https://www.udacity.com/course/gradle-for-android-and-java--ud867) - (Udacity)
-   [Kotlin Bootcamp for Programmers](https://www.udacity.com/course/kotlin-bootcamp-for-programmers--ud9011) - (Udacity)
-   [Learn how to program: Android](https://www.learnhowtoprogram.com/android) - Epicodus Inc.
-   [Material design](https://material.io/guidelines/)
-   [Material Design for Android Developers](https://www.udacity.com/course/material-design-for-android-developers--ud862) - (Udacity)
-   [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)

### Assembly

-   [Binary Exploitation / Memory Corruption by LiveOverflow](https://www.youtube.com/playlist?list=PLhixgUqwRTjxglIswKp9mpkfPNfHkzyeN) - LiveOverflow
-   [Introduction To Reverse Engineering Software](http://opensecuritytraining.info/IntroductionToReverseEngineering.html)
-   [Introductory Intel x86: Architecture, Assembly, Applications, & Alliteration](http://opensecuritytraining.info/IntroX86.html)

### AutoIt

-   [AutoIt Scripting Tutorial](https://www.youtube.com/playlist?list=PL4Jcq5zn02jKpjX0nqI1_fS7mEEb5tw6z) - TutsTeach (YouTube)

### Bash / Shell

-   [Bento Shell Track](https://bento.io/topic/shell) (Bento)
-   [How to CMake Good](https://www.youtube.com/playlist?list=PLK6MXr8gasrGmIiSuVQXpfFuE1uPT615s)
-   [Shell Scripting Tutorial](https://www.youtube.com/playlist?list=PL7B7FA4E693D8E790)
-   [Shell Scripting Tutorial for Beginners](https://www.youtube.com/playlist?list=PLS1QulWo1RIYmaxcEqw5JhK3b-6rgdWO_) (ProgrammingKnowledge)

### Bootstrap

-   [Bootstrap 4 Quick Start: Code Modern Responsive Websites](https://www.udemy.com/course/bootstrap-4) - Brad Hussey (Udemy)
-   [Bootstrap tutorial for beginners](https://www.youtube.com/playlist?list=PL6n9fhu94yhXd4xnk-j5FGhHjUv1LsF0V) - kudvenkat
-   [Complete Bootstrap 4 course - build 3 projects](https://www.udemy.com/course/bootstrap-4-tutorials) - Igneus Technologies (Udemy)
-   [Complete Bootstrap Crash Course \| Bootstrap 4 Tutorial](https://www.youtube.com/watch?v=ZfRn9VJzdGA) - Julio Codes
-   [Introduction to Bootstrap - A Tutorial](https://www.classcentral.com/course/edx-introduction-to-bootstrap-a-tutorial-3338) - Microsoft via edX (Class Central)
-   [Learn Bootstrap 4 for free](https://scrimba.com/learn/bootstrap4) - Neil Rowe (Scrimba)
-   [Learn Bootstrap 4 in this free 10-part course](https://www.freecodecamp.org/news/want-to-learn-bootstrap-4-heres-our-free-10-part-course-happy-easter-35c004dc45a4/) - Per Harald Borgen (Freecodecamp)
-   [Rapid website design with Bootstrap](https://www.udemy.com/course/responsive-website-design) - Laurence Svekis (Udemy)

### C

-   [C Programming Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoGzOXqtKeM71OLpvZbuU0P)
-   [C Programming Tutorial for Beginners](https://www.youtube.com/watch?v=KJgsSFOSQv0) - Mike Dane - (freeCodeCamp)
-   [Introduction to Computer Science](https://www.edx.org/course/cs50s-introduction-to-computer-science)
-   [The Arduino Platform and C Programming](https://www.coursera.org/learn/arduino-platform)

### C Sharp

-   [C# 101](https://channel9.msdn.com/Series/CSharp-101) - Scott Hanselman, Kendra Havens Microsoft.
-   [C# Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=GhQdlIFylQ8) - Mike Dane - (freeCodeCamp)
-   [Learn how to program: C#](https://www.learnhowtoprogram.com/c) - Epicodus Inc.

<h3 id="cpp">C++</h3>

-   [C++ For Programmers](https://www.udacity.com/course/c-for-programmers--ud210) - Catherine Gamboa (Udacity)
-   [C++ Programming Tutorial for Beginners (For Absolute Beginners)](https://www.youtube.com/playlist?list=PLS1QulWo1RIYSyC6w2-rDssprPrEsgtVK) - ProgrammingKnowledge
-   [C++ Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoVZWSN-ze3VVtIfZfXwAGM) - The Bad Tutorials
-   [C++ Tutorial for Beginners - Full Course](https://www.youtube.com/watch?v=vLnPwxZdW4Y) - Mike Dane - (freeCodeCamp)
-   [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)
-   [Introduction to C++](https://www.edx.org/course/introduction-to-c-3) - Microsoft (edX) (:card_file_box: _archived_)

### Clojure

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

### Compilers

-   [Stanford's Compilers](https://www.edx.org/course/compilers)

### Cuda

-   [Intro to Parallel Programming Using CUDA to Harness the Power of GPUs](https://www.udacity.com/course/intro-to-parallel-programming--cs344) (Udacity)

### Dart

-   [Dart Course for Beginners](https://www.udemy.com/course/dartlang) (Udemy)
-   [Dart Programming Tutorial - Full Course](https://www.youtube.com/watch?v=Ej_Pcr4uC2Q) - Mahmud Ahsan (FreeCodeCamp)
-   [Dart Programming Tutorial \| Learn the Dart for Flutter](https://www.udemy.com/course/dart-programming-tutorial-learn-the-dart-for-flutter) (Udemy)

### Data Science

-   [Advanced Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/advanceddataminingwithweka/)
-   [Data Cleaning by Rachael Tatman at Kaggle](https://www.kaggle.com/learn/data-cleaning)
-   [Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
-   [Data Science interview questions](https://www.youtube.com/playlist?list=PLZoTAELRMXVPkl7oRvzyNnyj1HS4wt2K-) - Krish Naik
-   [Data Visualization by Alexis Cook at Kaggle](https://www.kaggle.com/learn/data-visualization)
-   [Datavis 2020](https://www.youtube.com/playlist?list=PL9yYRbwpkykuK6LSMLH3bAaPpXaDUXcLV) - Curran Kelleher
-   [Introduction to Data Science in Python](https://www.coursera.org/learn/python-data-analysis) - Christopher Brooks (Coursera)
-   [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)
-   [DML Server Administration](https://alison.com/course/databases-dml-statements-and-sql-server-administration-revised) - (Alison)
-   [Introduction to Databases](https://lagunita.stanford.edu/courses/Engineering/db/2014_1/about) (Stanford University)
-   [Learn SQL Basic for Data Science Specialisation](https://www.coursera.org/specializations/learn-sql-basics-data-science#about) (Coursera)

#### NoSQL

-   [MongoDB University](https://university.mongodb.com) - MongoDB, Inc. (email address _required_)

#### SQL

-   [Introduction to Database Queries](https://www.edx.org/course/introduction-to-database-queries) - (edX New York University) - (Aspen Olmsted)
-   [Introduction to Databases and SQL Querying](https://www.udemy.com/course/introduction-to-databases-and-sql-querying/) - Rakesh Gopalakrishnan (Udemy)
-   [Learn SQL](https://popsql.com/learn-sql) - PopSQL
-   [MySQL Tutorial for Beginners [Full Course]](https://www.youtube.com/watch?v=7S_tz1z_5bA) - Programming with Mosh
-   [SQL Foundations](https://www.udemy.com/course/sql-essentials-for-beginners/) - Sagar Uppuluri (Udemy)
-   [SQL Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWr_6xTfF2FrIw-NAOo3iWMy)
-   [SQL Tutorial - Full Database Course for Beginners](https://www.youtube.com/watch?v=HXV3zeQKqGY) - Mike Dane (freeCodeCamp)

### Deep Learning

-   [Complete Deep Learning](https://www.youtube.com/playlist?list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi) - Krish Naik
-   [Convolutional Neural Networks for Visual Recognition](http://cs231n.github.io)
-   [Deep Learning for Natural Language Processing](http://cs224d.stanford.edu)
-   [Deep Learning Specialization](https://www.coursera.org/specializations/deep-learning) (coursera)
-   [Deep Multi-Task and Meta Learning](https://cs330.stanford.edu) - Chelsea Finn (Stanford University)
-   [Deep Reinforcement Learning](http://rail.eecs.berkeley.edu/deeprlcourse/) - Sergey Levine
-   [Exploring Fairness in Machine Learning for International Development](https://ocw.mit.edu/resources/res-ec-001-exploring-fairness-in-machine-learning-for-international-development-spring-2020) - Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, Amit Gandhi, Audace Nakeshimana (MIT OpenCourseWare)
-   [Intro to Deep Learning](https://www.kaggle.com/learn/intro-to-deep-learning) - Ryan Holbrook
-   [Introduction to Reinforcement learning with David Silver](https://www.youtube.com/playlist?list=PLqYmG7hTraZBiG_XpjnPrSNw-1XQaM_gB) - David Silver
-   [MIT 6.S094: Deep Learning for Self-Driving Cars](https://selfdrivingcars.mit.edu)
-   [MIT 6.S191: Introduction to Deep Learning](http://introtodeeplearning.com) - Alexander Amini, Ava Soleimany
-   [Practical Deep Learning For Coders taught](http://www.fast.ai) - Jeremy Howard
-   [Practical Deep Learning for Coders, v3 (using fastai library)](https://course.fast.ai)
-   [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)

### Docker

-   [Docker](https://www.youtube.com/playlist?list=PLhW3qG5bs-L99pQsZ74f-LC-tOEsBp2rK) - Raghav Pal
-   [Docker Tutorial](https://www.tutorialspoint.com/docker/index.htm) - TutorialsPoint
-   [Docker Tutorial for Beginners](https://www.youtube.com/watch?v=fqMOX6JJhGo) - FreeCodeCamp
-   [Docker Tutorial Videos \| DevOps Tool](https://www.youtube.com/playlist?list=PL9ooVrP1hQOHUKuqGuiWLQoJ-LD25KxI5) - edureka!
-   [IIEC RISE 1.0 Docker](https://www.youtube.com/playlist?list=PLAi9X1uG6jZ30QGz7FZ55A27jPeY8EwkE)
-   [Learn Docker, Container Runtimes, Builders and Registries](https://www.katacoda.com/courses/container-runtimes) - Katacoda

### Flutter

-   [Flutter Crash Course](https://fluttercrashcourse.com/courses/basics/lessons/materialapp-scaffold-appbar-text) - Nick Manning _(account required)_
-   [Flutter Tutorial](https://www.udacity.com/course/build-native-mobile-apps-with-flutter--ud905) - Matt Sullivan, James Williams, Mary Xia (Udacity)
-   [Flutter Tutorial for Beginners](https://www.udemy.com/course/learn-flutter-beginners-course) - Mayuresh Wankhede (Udemy)

### Game Development

-   [[Beginner] Make an RPG](https://www.youtube.com/playlist?list=PL9FzW-m48fn2ug_FSNnfozQs3qYlBNyTd) - HeartBeast
-   [2D Hack-n-Slash Course (Complete Course) - GameMaker Studio 2](https://www.youtube.com/playlist?list=PL9FzW-m48fn0mblTG_KFDg81AMXDPKBE5) - HeartBeast
-   [CS50 2019 - Games Track](https://www.youtube.com/playlist?list=PLhQjrBD2T382mHvZB-hSYWvoLzYQzT_Pb) - David J. Malan (Harvard OpenCourseWare)
-   [GameMaker Studio 2](https://www.youtube.com/playlist?list=PL9FzW-m48fn1CFiBHB1liGKIyVO9j3A-I) - HeartBeast
-   [GameMaker Studio 2 - Action RPG Tutorial](https://www.youtube.com/playlist?list=PLPRT_JORnIuosvhfax2TQTEmN7OYTcSvK) - Shaun Spalding
-   [Getting started with the Godot game engine in 2021](https://www.youtube.com/playlist?list=PLhqJJNjsQ7KEcm-iYJ2a8UCRN62bTneKa) - GDQuest
-   [Godot 3 2D Platform Game](https://www.youtube.com/playlist?list=PL9FzW-m48fn2jlBu_0DRh7PvAt-GULEmd) - HeartBeast
-   [Godot 3 Tutorial Series - Create a Simple 3D Game](https://www.youtube.com/playlist?list=PLda3VoSoc_TSBBOBYwcmlamF1UrjVtccZ) - BornCG
-   [Godot Action RPG Series](https://www.youtube.com/playlist?list=PL9FzW-m48fn2SlrW0KoLT4n5egNdX-W9a) - HeartBeast
-   [Godot Space Sidescroller Tutorial Series](https://www.youtube.com/playlist?list=PL6bQeQE-ybqAzXZlZCiRKCtu6RbkXLgmh) - PlugWorld
-   [Godot Wave Shooter Tutorials](https://www.youtube.com/playlist?list=PL6bQeQE-ybqAYoaWz_ZEE2X4wX6PhwCWR) - PlugWorld
-   [Make a Platform Shooter - GameMaker Studio 2](https://www.youtube.com/playlist?list=PL9FzW-m48fn3Ya8QUTsqU-SU6-UGEqhx6) - HeartBeast
-   [Multiplayer Shooter Tutorials - Godot](https://www.youtube.com/playlist?list=PL6bQeQE-ybqDmGuN7Nz4ZbTAqyCMyEHQa) - PlugWorld
-   [Unity Beginner Fundamentals](https://learn.unity.com/course/unity-beginner-fundamentals)(Unity Learn)
-   [Unity Beginner Tutorials](https://www.youtube.com/playlist?list=PLPV2KyIb3jR5QFsefuO2RlAgWEz6EvVi6) (Brackeys)
-   [Unity User Manual](https://docs.unity3d.com/Manual/)

### Git

-   [Bento Git Learning Track](https://bento.io/topic/git) (Bento)
-   [Bento GitHub Learning Track](https://bento.io/topic/github) (Bento)
-   [Git](https://www.youtube.com/playlist?list=PLFBirL3MAv29Vy_L7MmV2QaZLvAadFPHR) - Gwendolyn Faraday
-   [Git & GitHub Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9goXbgTDQ0n_4TBzOO0ocPR) (The Net Ninja)
-   [Git and GitHub for Poets](https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZF9C0YMKuns9sLDzK6zoiV)
-   [GIT for beginners](https://www.eduonix.com/git-for-beginners) - Maksym Rudnyi (Eduonix Learning Solutions) _(account or email address required)_
-   [GitHowTo](https://githowto.com)
-   [How to Use Git and GitHub](https://www.udacity.com/course/how-to-use-git-and-github--ud775) (Udacity)
-   [Introduction to Git and GitHub](https://www.coursera.org/learn/introduction-git-github) - Google (Coursera)

### Go

-   [A Tour Of Go](https://tour.golang.org/welcome/1)
-   [Go Tutorial](http://www.tutorialspoint.com/go/index.htm)
-   [Golang \| Gin HTTP Framework](https://www.youtube.com/playlist?list=PL3eAkoh7fypr8zrkiygiY1e9osoqjoV9w) - Pragmatic Reviews
-   [Gophercises: Free Coding Exercises for Budding Gophers](https://gophercises.com/) - Jon Calhoun
-   [Learn Go Programming - Golang Tutorial for Beginners](https://www.youtube.com/watch?v=YS4e4q9oBaU) - FreeCodeCamp
-   [Learn Go with Tests](https://quii.gitbook.io/learn-go-with-tests/) - Chris James

### 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)
-   [Complete HTML/CSS BootCamp](https://frontendmasters.com/bootcamp/) - FrontEnd Masters
-   [CSS Flexbox - Mastering the Basics](https://www.udemy.com/css-flexbox-mastering-the-basics/) - Vishwas Gopinath (Udemy)
-   [CSS Grid](https://cssgrid.io) - Wesbos
-   [CSS Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWqMH9a9DY8LFKrJ5NJCFHHe)
-   [CSS3 tutorial for beginners \| Learn CSS3](https://www.udemy.com/course/css3-tutorial-for-beginners-learn-css3/) - Udemy
-   [Flexbox in 30 Days](https://github.com/samanthaming/Flexbox30) - Samantha Ming
-   [HTML & CSS Crash Course](https://www.youtube.com/playlist?list=PL4cUxeGkcC9ivBf_eKCPIAYXWzLlPAm6G) - The Net Ninja (Shaun Pelling)
-   [HTML and CSS Crash Course](https://scrimba.com/learn/htmlcss) - Kevin Powell (scrimba)
-   [HTML and CSS Tutorials](https://www.youtube.com/playlist?list=PL0eyrZgxdwhwNC5ppZo_dYGVjerQY3xYU) - Dani Krossing
-   [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 HTML and CSS](https://www.bitdegree.org/courses/coding-for-beginners-space-doggos) (BitDegree)
-   [Learn HTML5 Programming From Scratch](https://www.udemy.com/learn-html5-programming-from-scratch/)
-   [Learn to style HTML using CSS](https://developer.mozilla.org/en-US/docs/Learn/CSS)
-   [Responsive Web Design with HTML5 and CSS3 - Advanced](https://www.udemy.com/course/responsive-web-design-with-html5-and-css3-advanced/) - Udemy
-   [Structuring the web with HTML](https://developer.mozilla.org/en-US/docs/Learn/HTML)
-   [Web Development By Doing: HTML / CSS From Scratch](https://www.udemy.com/course/web-development-learn-by-doing-html5-css3-from-scratch-introductory/) - Udemy
-   [What the Flexbox](https://flexbox.io) - Wesbos

### iOS

-   [AppCoda Complete iOS Tutorial](http://www.appcoda.com/ios-programming-course/)
-   [CS193p Developing Apps for IOS](https://cs193p.sites.stanford.edu) - Stanford
-   [CS50 2019 - iOS Track](https://www.youtube.com/playlist?list=PLhQjrBD2T3810ZX79Xrgj8X382QaWbk_J) - David J. Malan (Harvard OpenCourseWare)
-   [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)
-   [The Complete Swift iOS Developer - Create Real Apps in Swift](https://www.udemy.com/course/the-complete-ios-10-developer-course/) - Grant Klimaytys (Udemy)

### Java

-   [Advanced Software Construction in Java](https://www.edx.org/course/advanced-software-construction-java-mitx-6-005-2x#!)
-   [Central Connecticut State University, Introduction to CS Using Java](http://chortle.ccsu.edu/CS151/cs151java.html)
-   [CS106A - Programming Methodology](https://see.stanford.edu/Course/CS106A) - (Stanford)
-   [Introduction to Java](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-092-introduction-to-programming-in-java-january-iap-2010/)
-   [Java Design Patterns and Architecture](https://www.udemy.com/course/java-design-patterns-tutorial) - John Purcell (Udemy)
-   [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)
-   [Java Online Training \| Edureka](https://www.youtube.com/watch?v=hBh_CC5y8-s) - (Edureka)
-   [Java Programming](https://testautomationu.applitools.com/java-programming-course/) - Angie Jones (Applitools)
-   [Java Programming](https://java-programming.mooc.fi) - University of Helsinki
-   [Java Programming: Solving Problems with Software](https://www.coursera.org/learn/java-programming) - (Coursera)
-   [Java tutorial for beginners](https://youtube.com/playlist?list=PLZPZq0r_RZOMhCAyywfnYLlrjiVOkdAI1) - Bro Code (YouTube)
-   [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)
-   [Problem Solving With Java](https://www.udacity.com/course/intro-to-java-programming--cs046) (Udacity)
-   [Software Construction in Java](https://www.edx.org/course/software-construction-java-mitx-6-005-1x)
-   [Spring 5 Core - An Ultimate Guide](https://www.udemy.com/learn-spring-5-core-from-scratch/) - Somnath Musib (Udemy)

### JavaScript

-   [Beginner's Series to: JavaScript](https://youtube.com/playlist?list=PLlrxD0HtieHhW0NCG7M536uHGOtJ95Ut2) - Microsoft Developer (YouTube)
-   [Bento JavaScript Learning Track](https://bento.io/topic/javascript) (Bento)
-   [Egghead.io](https://egghead.io)
-   [ES6 and Typescript Tutorial](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhI0V5mE9Vu6Nm-nap8EcjV) - Codevolution, Vishwas Gopinath (YouTube)
-   [Intro to JavaScript ES6 programming](https://www.youtube.com/playlist?list=PL-xu4i_QDSxcoDNeh8rx5-pHCCTOg0XsI)
-   [Intro To JavaScript Unit Testing & BDD](https://www.youtube.com/watch?v=u5cLK1UrFyQ) - Traversy Media
-   [Javascript course](https://www.youtube.com/playlist?list=PLRAV69dS1uWSxUIk5o3vQY2-_VKsOpXLD) - Hitesh Choudhary
-   [Javascript Essentials](https://www.udemy.com/javascript-essentials/) - Lawrence Turton (Udemy)
-   [Javascript30](https://javascript30.com) - Wesbos
-   [Learn how to program: JavaScript](https://www.learnhowtoprogram.com/javascript) - Epicodus Inc.
-   [Learn JavaScript - Full Course for Beginners](https://www.youtube.com/watch?v=PkZNo7MFNFg) - Beau Carnes, freeCodeCamp.org (YouTube)
-   [Learn modern JavaScript](https://scrimba.com/learn/es6) - Beau Carnes (Scrimba) (Scrimba account _required_)
-   [learn:query](https://learnquery.infinum.co)
-   [Namaste 🙏 JavaScript: An In-Depth JavaScript Fundamentals Course](https://www.youtube.com/playlist?list=PLlasXeu85E9cQ32gLCvAvr9vNaUccPVNP) - Akshay Saini (YouTube)
-   [Programming Foundations with Javascript, HTML and CSS](https://www.coursera.org/learn/duke-programming-web) - Owen Astrachan, Robert Duvall, Andrew D. Hilton, Susan H. Rodger (Coursera)

#### AngularJS

> :information_source: See also &#8230; [Angular](#angular)

-   [Egghead.io - AngularJS](https://www.youtube.com/playlist?list=PLP6DbQBkn9ymGQh2qpk9ImLHdSH5T7yw7) - John Lindquist (YouTube)
-   [Learn AngularJS 1.X](https://www.codecademy.com/learn/learn-angularjs) - Codecademy (Codecademy account _required_)
-   [Shaping up with Angular.js](https://www.codeschool.com/courses/shaping-up-with-angular-js) - Codeschool (Codeschool account _required_)

#### D3.js

-   [D3 101](https://www.youtube.com/playlist?list=PL9yYRbwpkykvjkfuRslECO9c1qTq3GgUb) - Curran Kelleher
-   [Learn D3](https://www.codecademy.com/learn/learn-d3) - Codecademy _(account required)_

#### jQuery

-   [Bento jQuery Track](https://bento.io/topic/jquery) (Bento)
-   [Introduction to JQuery](https://www.udacity.com/course/intro-to-jquery--ud245) (Udacity)

#### Next.js

-   [Mastering Next.js](https://masteringnextjs.com)

#### NodeJS

-   [Beginner's Series to: Node.js](https://youtube.com/playlist?list=PLlrxD0HtieHje-_287YJKhY8tDeSItwtg) - Microsoft Developer (YouTube)
-   [Building a RESTful API with Node.js](https://www.youtube.com/playlist?list=PL55RiY5tL51q4D-B63KBnygU6opNPFk_q) - Academind (Youtube)
-   [Express JS Crash Course](https://www.youtube.com/watch?v=L72fhGm1tfE) - Brad Traversy, Traversy Media (Youtube)
-   [Node and Express Tutorial](https://www.youtube.com/watch?v=TNV0_7QRDwY) - John Smilga, Coding Addict (YouTube)
-   [Node.js API Development for Beginners](https://www.udemy.com/course/node-js-api-tutorial/) (Udemy)
-   [Node.js Basics](https://www.youtube.com/playlist?list=PLqq-6Pq4lTTa-d0iZg41U2RDqECol9C5B) - Java Brains (Youtube)

#### React

-   [Full-Stack Web Development with React Specialization](https://www.coursera.org/specializations/full-stack-react) - Jogesh K. Muppala (Coursera)
-   [React](https://progate.com/languages/react) (progate) _(account required)_
-   [React basic in just 1 hour](https://www.udemy.com/course/react-basic-in-just-1-hour/) (Udemy)
-   [React Crash Course 2020](https://www.youtube.com/watch?v=4UZrsTqkcW4) - freecodecamp
-   [React Hooks](https://www.youtube.com/playlist?list=PLZlA0Gpn_vH8EtggFGERCwMY5u5hOjf-h) - WebDevSimplified
-   [ReactJS Basics](https://www.youtube.com/playlist?list=PLe30vg_FG4OSw8SIcLVci-jB_-W1ZkLYp) - Bitfumes
-   [ReactJS Tutorial for Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3) - Codevolution
-   [Start Using React to Build Web Applications](https://egghead.io/courses/react-fundamentals)

#### React Native

-   [CS50's Mobile App Development with React Native](https://www.edx.org/course/cs50s-mobile-app-development-with-react-native) - edX
-   [React Native for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9ixPU-QkScoRBVxtPPzVjrQ) - The Net Ninja
-   [React Tutorial for Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3) - codevolution

#### Redux

-   [Getting Started with Redux](https://egghead.io/series/getting-started-with-redux)
-   [Learn Redux](https://learnredux.com) - Wes Bos (email address _requested_)

#### Vue.js

-   [Internationalization with vue-i18n](https://vueschool.io/courses/internationalization-with-vue-i18n)
-   [Intro to Vue 2](https://www.vuemastery.com/courses/intro-to-vue-js/vue-instance)
-   [Intro to Vue 3](https://www.vuemastery.com/courses/intro-to-vue-3/intro-to-vue3)
-   [JavaScript Testing Fundamentals](https://vueschool.io/courses/javascript-testing-fundamentals)
-   [Nuxt.js Fundamentals](https://vueschool.io/courses/nuxtjs-fundamentals)
-   [Vue Router for Everyone](https://vueschool.io/courses/vue-router-for-everyone)
-   [Vue.js Components Fundamentals](https://vueschool.io/courses/vuejs-components-fundamentals)
-   [Vue.js Fundamentals](https://vueschool.io/courses/vuejs-fundamentals)
-   [Vuex for Everyone](https://vueschool.io/courses/vuex-for-everyone)

### Kotlin

-   [Android Kotlin Tutorial: Create Android Apps using Kotlin](https://www.youtube.com/playlist?list=PLlxmoA0rQ-Lw5k_QCqVl3rsoJOnb_00UV) - Sriyank Siddhartha (YouTube)
-   [Developing Android Apps with Kotlin](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012) (Udacity)
-   [Kotlin Bootcamp for Programmers](https://www.udacity.com/course/kotlin-bootcamp-for-programmers--ud9011) - Aleks Haecky, Asser Samak, Sean McQuillan (Udacity)

### Kubernetes

-   [Learn Kubernetes](https://www.katacoda.com/courses/kubernetes) - Katacoda

### Linux

-   [Introduction To Linux](https://www.edx.org/course/introduction-to-linux/) - The Linux Foundation (edx)
-   [Linux Administration Tutorial Videos](https://www.youtube.com/playlist?list=PL9ooVrP1hQOH3SvcgkC4Qv2cyCebvs0Ik) - edureka!
-   [Linux Command Line](https://www.udemy.com/course/command-line/) - Adam Eubankas (Udemy)
-   [Linux Operating System Fundamentals](https://www.udemy.com/course/linux-academy-linux-operating-system-fundamentals/) - Linux Academy (Udemy)
-   [Linux Tutorials and Projects](https://www.udemy.com/course/linux-tutorials/) - Jason Cannon (Udemy)
-   [Red Hat Enterprise Linux Technical Overview](https://www.udemy.com/course/red-hat-enterprise-linux-technical-overview/) - Red Hat, Inc. (Udemy)
-   [The Linux Basics: Beginner to Sysadmin, Step by Step](https://www.youtube.com/playlist?list=PLtK75qxsQaMLZSo7KL-PmiRarU7hrpnwK)

### Lua

-   [Learn Lua in 15 Minutes](http://tylerneylon.com/a/learn-lua/) - Tyler Neylon (HTML)
-   [Lua Interactive Crash Course](http://luatut.com/crash_course.html)
-   [Lua Tutorial](http://www.tutorialspoint.com/lua/)

### Machine Learning

-   [Deep Learning Fundamentals by DeepLearning.TV](https://cognitiveclass.ai/courses/introduction-deep-learning) (cognitiveclass.ai)
-   [Google's Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course/)
-   [Intro to Machine Learning](https://www.kaggle.com/learn/intro-to-machine-learning) (Kaggle)
-   [Intro to Machine Learning Udacity](https://www.udacity.com/course/intro-to-machine-learning--ud120) (Udacity)
-   [Machine Learning](https://www.sololearn.com/Course/machine-learning) (SoloLearn) _(account required)_
-   [Machine Learning Recipes with Josh Gordon](https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal)
-   [Machine Learning Tutorial Python \| Machine Learning For Beginners](https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw) - Dhaval Patel
-   [Machine Learning with Python by Saeed Aghabozorgi](https://cognitiveclass.ai/courses/machine-learning-with-python) (cognitiveclass.ai)
-   [Pattern Recognition and Machine Learning](https://www.microsoft.com/en-us/research/people/cmbishop/#!prml-book)
-   [PyTorch tutorials by PyTorch.org](https://pytorch.org/tutorials)
-   [Stanford University Machine Learning](https://www.coursera.org/learn/machine-learning)

### Markdown

-   [MasteringMarkdown](https://masteringmarkdown.com) - Wesbos

### MATLAB

-   [Data Processing and Feature Engineering with MATLAB](https://www.coursera.org/learn/feature-engineering-matlab) (coursera)
-   [Introduction to Matlab in English](https://www.youtube.com/playlist?list=PLGED90Y_uL1KLpdRmVtwfpNoYCWU9RPkK) -Mohammed Mohammed
-   [MATLAB and Simulink Training](https://matlabacademy.mathworks.com)
-   [MIT 18.S997 Introduction to MATLAB Programming](http://ocw.mit.edu/courses/mathematics/18-s997-introduction-to-matlab-programming-fall-2011/)

### Misc

-   [Advanced Adobe XD (Web Design)](https://webdesign.tutsplus.com/courses/advanced-adobe-xd-for-everyone) - Adi Purdila
-   [Advanced Data Structures](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/)
-   [Advanced NLP using spaCy](https://course.spacy.io) - Ines Montani
-   [AI Courses](https://software.intel.com/content/www/us/en/develop/topics/ai/training/courses.html) - Intel Corporation
-   [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)
-   [Cloud Computing and Development](https://uaceit.com/courses/cloud-computing-and-development) - Ashwin Kumar Ramaswamy (UAceIt)
-   [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://web.archive.org/web/20161219180842/https://www.findlectures.com/?class1=Technology) - Index of conference talks by language / topic (:card_file_box: _archived_)
-   [Introduction to Reinforcement Learning with David Silver](https://deepmind.com/learning-resources/-introduction-reinforcement-learning-david-silver) - David Silver
-   [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)
-   [Shawn Hymel Presents: Introduction to RTOS](https://www.youtube.com/playlist?list=PLEBQazB0HUyQ4hAPU1cJED6t3DU0h34bz) - Digi-Key (Youtube)
-   [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.
-   [Learn Top Ten Frameworks In PHP By Building Projects](https://www.eduonix.com/courses/Web-Development/learn-top-ten-frameworks-in-php-by-building-projects) - Eduonix Learning Solutions _(account or email address required)_
-   [PHP & MySQL Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWrjkpK2zD4TWKWMWVfeYK-b) - The Bad Tutorials (2015)
-   [PHP Courses for Beginner](https://www.learn-php.org) - Learn-PHP.org
-   [PHP OOP Tutorials](https://www.youtube.com/playlist?list=PL0eyrZgxdwhypQiZnYXM7z7-OTkcMgGPh) - Dani Krossing
-   [PHP Programming Language Tutorial - Full Course](https://www.youtube.com/watch?v=OK_JCtrrv-c) - freeCodeCamp.org (2018)
-   [PHP Tutorial](https://www.tutorialrepublic.com/php-tutorial/) - TutorialRepublic
-   [PHP Tutorials](https://www.youtube.com/playlist?list=PL0eyrZgxdwhwBToawjm9faF1ixePexft-) - Dani Krossing

### PLC - Programmable logic controllers

-   [Learning motion control and IO with Beckhoff TwinCAT PLCs](https://www.youtube.com/playlist?list=PLE1CU6EebvTD29gsHo1djsKU7J5Dtp0Bn) - Evan Jensen (YouTube)
-   [Learning PLCs with Structured Text](https://www.youtube.com/playlist?list=PLE1CU6EebvTCJCMIUOSWgMseMaW-2k5zH) - Evan Jensen (YouTube)
-   [PLC programming using TwinCAT 3](https://www.youtube.com/playlist?list=PLimaF0nZKYHz3I3kFP4myaAYjmYk1SowO) - Jakob Sagatowski (YouTube)

### Processing

-   [Learning Processing: A Beginner's Guide to Programming Images, Animation, and Interaction](https://www.youtube.com/c/TheCodingTrain/playlists?view=50&sort=dd&shelf_id=10) - The Coding Train

### 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](https://cs61a.org)
-   [Codesdope](https://www.codesdope.com/python-introduction)
-   [Fork Python](https://practice.geeksforgeeks.org/courses/fork-python) (GeeksForGeeks)
-   [Google's Python Course](https://developers.google.com/edu/python/)
-   [Introduction to Computer Science and Programming](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/) (MIT's opencourseware)
-   [Introduction to Programming Using Python](https://www.edx.org/course/introduction-to-programming-using-python) (edX)
-   [Introduction to Python](https://docs.microsoft.com/en-us/learn/modules/intro-to-python) (Microsoft Docs)
-   [Introduction to Python Basics for Data Science](https://dphi.tech/learn/introduction-to-python-basics-for-data-science) (DPhi)
-   [Introduction to Python Programming](https://www.udacity.com/course/introduction-to-python--ud1110) (Udacity)
-   [Introduction to Scripting in Python Specialization](https://www.coursera.org/specializations/introduction-scripting-in-python) (Coursera)
-   [Learn Python](https://pythonspot.com)
-   [Learn Python - Free Interactive Python Tutorial](https://www.learnpython.org)
-   [Learn Python From Scratch](https://www.udemy.com/learn-python-from-scratch-w/) - MD. Hasanur Rahaman Hasib (Udemy)
-   [Learn Python Tutorial](https://www.kaggle.com/learn/python) (Kaggle)
-   [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)
-   [Practical Python Programming](https://dabeaz-course.github.io/practical-python/) - David Beazley
-   [Programming Foundations with Python](https://www.udacity.com/course/programming-foundations-with-python--ud036) (Udacity)
-   [Python 3](https://www.sololearn.com/Course/Python/) (SoloLearn)
-   [Python And Cryptocurrency: Build 5 Real World Applications](https://www.udemy.com/course/coinmarketcap/) Ian Annase (Udemy)
-   [Python Built in Functions A to Z Tutorial and Examples](https://www.youtube.com/playlist?list=PLrJGwAG1U62RW_hGGnk7xXG0LciHkT54X) - Brainy Things
-   [Python Course](https://www.python-course.eu)
-   [Python Course from scratch](https://scrimba.com/playlist/pNpZMAB) - Olaf Paulson (scrimba)
-   [Python Data Analysis](https://www.coursera.org/learn/python-analysis) - Scott Rixner, Joe Warren (Coursera)
-   [Python for Everybody](https://www.py4e.com/lessons) (Coursera Reading Materials with YouTube Videos)
-   [Python Learn Course](https://www.kaggle.com/learn/python) - Colin Morris (Kaggle)
-   [Python OOP Tutorials - Working with Classes](https://www.youtube.com/playlist?list=PL-osiE80TeTsqhIuOqKhwlXsIBIdSeYtc) - Corey Schafer
-   [Python Pandas For Your Grandpa](https://www.gormanalysis.com/blog/python-pandas-for-your-grandpa/) - Ben Gorman
-   [Python Programming Essentials](https://www.coursera.org/learn/python-programming) - Scott Rixner, Joe Warren (Coursera)
-   [Python Programming Language](https://www.geeksforgeeks.org/python-programming-language/) (Geeks for Geeks)
-   [Python Programming Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpX_byHyTEj9hecPngl2DqR)
-   [Python Tutorial - Python for Beginners [Full Course]](https://www.youtube.com/watch?v=_uQrJ0TkZlc) (Programming with Mosh)
-   [Python Tutorials](https://www.youtube.com/playlist?list=PL-osiE80TeTt2d9bfVyTiXJA-UTHn6WwU) - Corey Schafer
-   [SoloLearn](https://www.sololearn.com/Course/Python/)
-   [The Python Tutorial](https://docs.python.org/3/tutorial/)
-   [Using Python for Research](https://www.edx.org/course/using-python-for-research) (edX Harvard)

#### Django

-   [Django for Everybody](https://dj4e.sites.uofmhosting.net/lessons) (Coursera Reading Materials with YouTube Videos)
-   [Django Tutorial for Beginners](https://www.youtube.com/playlist?list=PLsyeobzWxl7r2ukVgTqIQcl-1T0C2mzau) - Navin Reddy
-   [Django Tutorials](https://www.youtube.com/playlist?list=PL-osiE80TeTtoQCKZ03TU5fNfx2UY6U4p) - Corey Schafer
-   [Python Django Tutorial 2018 for Beginners](https://www.youtube.com/playlist?list=PL-J2q3Ga50oOpni_xS2PPUe4mf9lM96dD) - Clever Programmer

#### Flask

-   [Flask Tutorials](https://www.youtube.com/playlist?list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH) - Corey Schafer
-   [Python Flask Tutorial](https://www.tutorialspoint.com/flask/flask_overview.htm) (TutorialsPoint)

### QB64

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

### R

-   [R Programming](https://www.coursera.org/course/rprog)
-   [R Programming Tutorial](https://www.youtube.com/watch?v=_V8eKsto3Ug) - (Barton Poulson) - (freeCodeCamp)
-   [R Tutorial For Beginners \| Edureka](https://www.youtube.com/watch?v=fDRa82lxzaU) - (Edureka)

### Ruby

-   [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#!)
-   [An Introduction to Ruby Programming Language](https://www.researchgate.net/publication/322222154_An_Introduction_to_Ruby_Programming_Language) - Ali Tourani (HTML, PDF)
-   [Learn how to program: Ruby](https://www.learnhowtoprogram.com/ruby) - Epicodus Inc.
-   [Learn Ruby](https://www.learnrubyonline.org)
-   [RESTful API with Ruby On Rails 5](https://www.udemy.com/course/restful-api-with-ruby-on-rails-5/) - Udemy
-   [Ruby Tutorial](https://www.w3resource.com/ruby/)
-   [RubyMonk - Interactive Ruby tutorials](https://rubymonk.com)

### Rust

-   [Intro to Rust](https://www.youtube.com/playlist?list=PLJbE2Yu2zumDF6BX6_RdPisRVHgzV02NW) - Tensor Programming
-   [Rust Basics](https://www.youtube.com/playlist?list=PLlcnQQJK8SUjApd95LIcd3K9XXmE-IeCS) - Engineer Man
-   [Rust Crash Course](https://www.youtube.com/watch?v=zF34dRivLOw) - Traversy Media
-   [Rust Projects](https://www.youtube.com/playlist?list=PLJbE2Yu2zumDD5vy2BuSHvFZU0a6RDmgb) - Tensor Programming
-   [Rust Tutorial](https://www.youtube.com/playlist?list=PLLqEtX6ql2EyPAZ1M2_C0GgVd4A-_L4_5) - Doug Milford

### Scala

-   [Functional Programming Principles in Scala](https://www.coursera.org/course/progfun)
-   [Principles of Reactive Programming](https://www.coursera.org/course/reactive)

### Security

-   [Computer Systems Security](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-858-computer-systems-security-fall-2014) - Prof. Nickolai Zeldovich (MIT OpenCourseWare)
-   [Ethical Hacking](https://www.hacker101.com/videos) -(Hacker101)
-   [The Complete Cyber Security & Hacking Course](https://academy.ehacking.net/p/cyber-security-training-hacking-course) -(Insec Techs- EH Academy)
-   [Zero to Hero: A Practical Network Penetration Testing Course](https://www.youtube.com/playlist?list=PLLKT__MCUeiwBa7d7F_vN1GUwz_2TmVQj) - The Cyber Mentor

### Swift

-   [100 days of Swift](https://www.hackingwithswift.com/100) - Hacking With 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)
-   [Learn Swift](https://www.youtube.com/playlist?list=PLMRqhzcHGw1ZqzYnpIuQAn2rcjhOtbqGX) - CodeWithChris
-   [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://online.stanford.edu/courses/soe-ycsautomata-automata-theory)
-   [Intro to Theoretical Computer Science](https://www.udacity.com/course/intro-to-theoretical-computer-science--cs313) (Udacity)

### TypeScript

-   [ES6 and Typescript Tutorial](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhI0V5mE9Vu6Nm-nap8EcjV) - Codevolution, Vishwas Gopinath (YouTube)
-   [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)

#### Angular

> :information_source: See also &#8230; [AngularJS](#angularjs)

-   [Angular 6 Tutorials](https://www.youtube.com/playlist?list=PLYxzS__5yYQlqCmHqDyW3yo5V79C7eaTe) - codedamn (YouTube)
-   [Angular Courses](https://www.youtube.com/playlist?list=PLTjRvDozrdlxAhsPP4ZYtt3G8KbJ449oT) - Programming with Mosh (YouTube)
-   [Angular Fast Crash Course](https://www.udemy.com/angular-fast-crash-course/) - Edwin Diaz, Coding Faculty Solutions (Udemy)
-   [Angular for Beginners](https://www.udemy.com/course/angular-for-beginners-course/) - Angular University (Udemy)
-   [Angular Tutorial For Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhBRAgFinJR8KHIrCdTkZcZ) - Codevolution (YouTube)

#### Deno

-   [Deno Beginner](https://denobeginner.com) - Ahmad Awais (email address _required_)

### 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)

### Web Development

-   [ASP.NET Core Tutorial For Beginners](https://www.youtube.com/playlist?list=PL6n9fhu94yhVkdrusLaQsfERmL_Jh4XmU) - Venkat (Pragim Technologies)
-   [CS50’s Web Programming with Python and JavaScript](https://cs50.harvard.edu/web/2020/) - Brian Yu,David J. Milan (edX Harvard CS50)
-   [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)
-   [Full stack open](https://fullstackopen.com/en/) - University of Helsinki, Houston Inc., Terveystalo, Elisa, K-ryhmä, Unity Technologies, Konecranes
-   [Learn web development](https://developer.mozilla.org/en-US/docs/Learn) - Mozilla Contributors
-   [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 Development for Beginners - A Curriculum](https://github.com/microsoft/Web-Dev-For-Beginners) - Microsoft
-   [Web Devevelopment Tutorials for Beginners](https://www.youtube.com/playlist?list=PLoYCgNOIyGAB_8_iq1cL8MVeun7cB6eNc) - LearnCode.academy
-   [Web Information Retrieval](https://www.youtube.com/playlist?list=PLAQopGWlIcya-9yzQ8c8UtPOuCv0mFZkr) - L. Becchetti, A. Vitaletti (University of Sapienza Rome)