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

### Index

* [0 - MOOC](#0---mooc)
* [Algorithms & Data Structures](#algorithms--data-structures)
* [Android](#android)
* [APL](#apl)
* [Artificial Intelligence](#artificial-intelligence)
* [Assembly](#assembly)
* [AutoIt](#autoit)
* [Ballerina](#ballerina)
* [Bash / Shell](#bash--shell)
* [Blockchain](#blockchain)
* [C](#c)
* [C#](#csharp)
* [C++](#cpp)
* [Clojure](#clojure)
* [Cloud Computing](#cloud-computing)
    * [AWS](#aws)
    * [Azure](#azure)
    * [IBM](#ibm)
* [Compilers](#compilers)
* [Computer Organization and Architecture](#computer-organization-and-architecture)
* [Computer Science](#computer-science)
* [Cryptography](#cryptography)
* [CUDA](#cuda)
* [Dart](#dart)
* [Data Science](#data-science)
* [Databases](#databases)
    * [NoSQL](#nosql)
    * [SQL](#sql)
* [Deep Learning](#deep-learning)
* [DevOps](#devops)
    * [Ansible](#ansible)
    * [Chef](#chef)
    * [Jenkins](#jenkins)
* [Digital Electronics](#digital-electronics)
* [Docker](#docker)
* [Elastic](#elastic)
* [Flutter](#flutter)
* [Fortran](#fortran)
* [Game Development](#game-development)
* [Git](#git)
* [Go](#go)
* [Graph Theory](#graph-theory)
* [Haskell](#haskell)
* [HTML and CSS](#html-and-css)
    * [Bootstrap](#bootstrap)
* [iOS](#ios)
* [Java](#java)
* [JavaScript](#javascript)
    * [Angular](#angular)
        * [AngularJS](#angularjs)
    * [D3.js](#d3js)
    * [Deno](#deno)
    * [Electron](#electron)
    * [jQuery](#jquery)
    * [Next.js](#nextjs)
    * [NodeJS](#nodejs)
    * [React](#react)
    * [React Native](#react-native)
    * [Redux](#redux)
    * [Svelte](#svelte)
    * [Three.js](#threejs)
    * [TypeScript](#typescript)
    * [Vue.js](#vuejs)
    * [Webpack](#webpack)
* [Julia](#julia)
* [Kotlin](#kotlin)
* [Kubernetes](#kubernetes)
* [Linux](#linux)
* [Lua](#lua)
* [Machine Learning](#machine-learning)
* [Markdown](#markdown)
* [Matlab](#matlab)
    * [Simulink](#simulink)
* [Misc](#misc)
* [.NET](#net)
* [Networking](#networking)
* [Objective-C](#objective-c)
* [OCaml](#ocaml)
* [Operating Systems](#operating-systems)
* [Perl](#perl)
* [Pharo](#pharo)
* [PHP](#php)
* [PLC - Programmable logic controllers](#plc---programmable-logic-controllers)
* [Processing](#processing)
* [Python](#python)
    * [Django](#django)
    * [Flask](#flask)
    * [Jupyter](#jupyter)
* [QB64](#qb64)
* [R](#r)
* [Redis](#redis)
* [Robotics](#robotics)
* [Ruby](#ruby)
* [Rust](#rust)
* [Scala](#scala)
* [Security](#security)
* [Software Engineering](#software-engineering)
* [Solidity](#solidity)
* [Spark](#spark)
* [Swift](#swift)
    * [Vapor](#vapor)
* [System Design](#system-design)
* [Terraform](#terraform)
* [Theory](#theory)
* [Verilog / VHDL / SystemVerilog](#verilog--vhdl--systemverilog)
* [Web Development](#web-development)
* [Web3](#web3)
* [Windows Phone](#windows-phone)
* [WordPress](#wordpress)
* [YAML](#yaml)


### 0 - MOOC

* [class central](https://www.classcentral.com)
* [Codecademy](https://www.codecademy.com)
* [Coursera](https://www.coursera.org)
* [Datacamp](https://www.datacamp.com)
* [DevDocs](https://devdocs.io)
* [edX](https://www.edx.org)
* [freeCodeCamp](https://www.freecodecamp.org)
* [FutureLearn](https://www.futurelearn.com)
* [IITBombayX (IITBX)](https://www.iitbombayx.in)
* [Khan Academy](https://www.khanacademy.org)
* [LearnWeb3 DAO \| Become a Web3 Developer for Free](https://learnweb3.io)
* [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

* [Advanced Data Structures](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/) - Erik Demaine
* [Advanced Data Structures](https://www.youtube.com/playlist?list=PLv9sD0fPjvSHqIOLTIvHJWjkdH0IdzmXT) - Uzair Javed Akhtar
* [Algorithms](https://www.youtube.com/playlist?list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O) - Abdul Bari
* [Algorithms and Data Structures Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=8hly31xKli0) - Pasan Premaratne, Jay McGavren (freeCodeCamp)
* [Analysis of Algorithms (CSE 373)](https://www3.cs.stonybrook.edu/~skiena/373/videos) - Steven Skiena
* [Berkeley University CS 61B: Data Structures](http://datastructur.es/sp16/)
* [Berkeley's CS 61B: Data Structures](https://archive.org/details/ucberkeley_webcast_QMV45tHCYNI)
* [Binary Trees - by LoveBabbar](https://youtube.com/playlist?list=PLDzeHZWIZsTo87y1ytEAqp7wYlEP3nner) - CodeHelp - by Babbar
* [C Programming & Data Structures](https://youtube.com/playlist?list=PLBlnK6fEyqRhX6r2uhhlubuF5QextdCSM) - Neso Academy
* [Codechef Solutions](https://www.youtube.com/playlist?list=PLRKOqqzwh75huOam-77G1v9uHjO9WWBRX) - Endeavour Monk
* [Complete C++ Placement DSA Course](https://www.youtube.com/playlist?list=PLDzeHZWIZsTryvtXdMr6rPh4IDexB5NIA) - CodeHelp - by Babbar
* [Computer Sc - Programming and Data Structure](https://www.youtube.com/playlist?list=PLD9781AC5EBC9FA16) - P.P. Chakraborty
* [Data Structure and Algorithm](https://www.youtube.com/playlist?list=PLLvKknWU7N4y_eGpQdg1Y-hORO7cxtoLU) - Lalit Vashistha
* [Data Structures](https://www.youtube.com/playlist?list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P) - mycodeschool
* [Data Structures](https://stepik.org/course/579/syllabus) - Niema Moshiri, Liz Izhikevich (Stepik)
* [Data Structures](https://youtube.com/playlist?list=PLBlnK6fEyqRj9lld8sWIUNwlKfdUoPd1Y) - Neso Academy
* [Data Structures](https://www.youtube.com/playlist?list=PLpPXw4zFa0uKKhaSz87IowJnOTzh9tiBk) - RobEdwards
* [Data Structures \| Python](https://www.youtube.com/playlist?list=PLzgPDYo_3xukPJdH6hVQ6Iic7KiJuoA-l) - Amulya's Academy
* [Data Structures and Algorithms](https://youtube.com/playlist?list=PLBZBJbE_rGRV8D7XZ08LK6z-4zPoWzu5H) - CS Dojo
* [Data Structures and Algorithms](https://www.youtube.com/playlist?list=PLdo5W4Nhv31bbKJzrsKfMpo_grxuLl8LU) - Jenny's lectures CS/IT NET&JRF
* [Data Structures and Algorithms](https://techdevguide.withgoogle.com/paths/data-structures-and-algorithms/?no-filter=true) - Tech Dev Guide by Google
* [Data Structures And Algorithms DSA In JAVA Full Course](https://www.youtube.com/playlist?list=PLrk5tgtnMN6StFV60jlQ9W-RXyHppbp8G) - Coding Ninjas
* [Data Structures and Algorithms for Beginners](https://www.youtube.com/watch?v=BBpAmxU_NQo) - Mosh Hamedani (Programming with Mosh)
* [Data Structures and Algorithms Full Course](https://www.youtube.com/watch?v=LcKqYoX8uH4) - Simplilearn (YouTube, Video length 7:13:56)
* [Data Structures and Algorithms in Java Full Course](https://youtube.com/playlist?list=PL6Zs6LgrJj3tDXv8a_elC6eT_4R5gfX4d) - Dinesh Varyani (YouTube playlist)
* [Data Structures and Algorithms in Python Full Course for Beginners](https://www.youtube.com/watch?v=pkYVOmU3MgA) - Aakash N S (freeCodeCamp)
* [Data Structures and Algorithms Specialization](https://www.coursera.org/specializations/data-structures-algorithms) - UC San Diego, HSE University
* [Data Structures Easy to Advanced Course - Full Tutorial from a Google Engineer](https://www.youtube.com/watch?v=RBSGKlAvoiM) - William Fiset (freeCodeCamp)
* [Data Structures in C++ - For Beginners](https://www.udemy.com/course/data-structures-for-beginners-c-plusplus) - Pedro Mercado (Udemy)
* [Dynamic Programming](https://www.youtube.com/playlist?list=PLMCXHnjXnTnto1pZVvH7rbZ9W5neZ7Yhc) - Gaurav Sen
* [Dynamic Programming](https://www.youtube.com/playlist?list=PLDV1Zeh2NRsAsbafOroUBnNV8fhZa7P4u) - WilliamFiset
* [Dynamic Programming Playlist \| Interview Questions \| Recursion \| Tabulation \| Striver \| C++ \| Java \| DSA \| Placements](https://www.youtube.com/playlist?list=PLgUwDviBIf0qUlt5H_kiKYaNSqJ81PMMY) - take U forward
* [Graph Series by Striver \| C++ \| Java \| Interview Centric \| Algorithms \| Problems](https://www.youtube.com/playlist?list=PLgUwDviBIf0oE3gA41TKO2H5bHpPd7fzn) - take U forward
* [Graph Theory playlist](https://youtube.com/playlist?list=PLDV1Zeh2NRsDGO4--qE8yH72HFL1Km93P) - WilliamFiset
* [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)
* [JavaScript Algorithms and Data Structures](https://www.youtube.com/playlist?list=PLC3y8-rFHvwjPxNAKvZpdnsr41E0fCMMP) - Codevolution
* [Learn DS and Algorithms](https://www.programiz.com/dsa) - Programiz
* [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 (Fall 2011)](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/)
* [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
* [MIT's Introduction to Algorithms (Spring 2020)](https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/) - Erik Demaine, Jason Ku, Justin Solomon
* [Online Java + DSA + Interview preparation course](https://www.youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ) - Kunal Kushwaha
* [Princeton University Algorithms, Part 1](https://www.coursera.org/learn/algorithms-part1)
* [Princeton University Algorithms, Part 2](https://www.coursera.org/learn/algorithms-part2)
* [Red Black Tree in Data Structures](https://youtube.com/playlist?list=PLPzfPcir5uPT8KFST1Ba3vN6k9yKE9ZK4) - NG Tutorials
* [Sorting Algorithms](https://www.youtube.com/playlist?list=PL2_aWCzGMAwKedT2KfDMB9YA5DgASZb3U) - mycodeschool
* [Sorting Algorithms](https://www.youtube.com/playlist?list=PLzgPDYo_3xunyLTJlmoH8IAUvet4-Ka0y) - Amulya's Academy
* [Stanford University Algorithms: Design and Analysis, Part 1](https://online.stanford.edu/courses/soe-ycsalgorithms1-algorithms-design-and-analysis-part-1)
* [Stanford University Algorithms: Design and Analysis, Part 2](https://online.stanford.edu/courses/soe-ycs0001-algorithms-design-and-analysis-part-2)
* [Strivers A2Z-DSA Course \| DSA Playlist \| Placements](https://www.youtube.com/playlist?list=PLgUwDviBIf0oF6QL8m22w1hIDC1vJ_BHz) - take U forward
* [Tree Algorithms](https://www.youtube.com/playlist?list=PLDV1Zeh2NRsDfGc8rbQ0_58oEZQVtvoIc) - WilliamFiset
* [Trees by Striver \| C++ \| Java \| Placements \| Binary Trees and Traversals \| Problems](https://www.youtube.com/playlist?list=PLgUwDviBIf0q8Hkd7bK2Bpryj2xVJk8Vk) - take U forward


### 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 Development Tutorials](https://youtube.com/playlist?list=PLqM7alHXFySF_Hb1GtyvCX44dBniJ5sNy) -  GeeksforGeeks
* [Android Performance](https://www.udacity.com/course/android-performance--ud825) (Udacity)
* [Android with kotlin](https://youtube.com/playlist?list=PLlxmoA0rQ-Lw5k_QCqVl3rsoJOnb_00UV) - Smartherd
* [Build Native Mobile Apps with Flutter](https://www.udacity.com/course/build-native-mobile-apps-with-flutter--ud905) (Udacity)
* [CS194A Android Development](https://www.youtube.com/playlist?list=PL7NYbSE8uaBDcLkbXsQADdvBnVbavonGn) - Rahul Pandey (Stanford)
* [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 Analytics: Android](https://www.udacity.com/course/firebase-analytics-android--ud354) - Steve Ganem, Todd Kerpelman, Jessica Lin, Daniel Mai (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)
* [Jetpack Compose](https://www.youtube.com/playlist?list=PLQkwcJG4YTCSpJ2NLhDTHhi6XBNfk9WiC) - Philipp Lackner
* [Kotlin Bootcamp for Programmers](https://www.udacity.com/course/kotlin-bootcamp-for-programmers--ud9011) (Udacity)
* [Learn Android Application Development for Beginners](https://www.udemy.com/course/learn-android-application-development-y/) - Johan Jurrius, ProgramMe Programming (Udemy)
* [Learn Android in 9 Hours](https://www.youtube.com/watch?v=aS__9RbCyHg) (Edureka)
* [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)
* [Pokédex App with Jetpack Compose](https://www.youtube.com/playlist?list=PLQkwcJG4YTCTimTCpEL5FZgaWdIZQuB7m) - Phillipp Lackner
* [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)


### APL

* [APL Course](https://course.dyalog.com) - Dyalog (:construction: *in process*)
* [APL Cultivation](https://aplwiki.com/wiki/APL_Cultivation) - Adám Brudzewsky
* [Dyalog APL Tutor](https://tutorial.dyalog.com) - Dyalog
* [Learn APL with Neural Networks](https://www.youtube.com/playlist?list=PLgTqamKi1MS3p-O0QAgjv5vt4NY5OgpiM) - Rodrigo Girão Serrão


### Artificial Intelligence

* [AI Courses](https://software.intel.com/content/www/us/en/develop/topics/ai/training/courses.html) - Intel Corporation
* [AI Fundamentals](https://www.udacity.com/course/ai-fundamentals--ud099) - Microsoft Azure (Udacity)
* [Aml-2018 Ambient Intelligence](https://www.youtube.com/playlist?list=PLqRTLlwsxDL8fUcY2Y54sITILyJcTySpC) - Fulvio Corno, Luigi De Russis, Alberto Monge Roffarello @ Politecnico di Torino
* [Artificial Intelligence on Google Cloud Platform](https://www.youtube.com/playlist?list=PL3N9eeOlCrP6Nhv4UFp67IsQ_TVDpXqXK) - Srivatsan Srinivasan @ AIEngineering
* [Artificial Intelligence Search Methods For Problem Solving](https://youtube.com/playlist?list=PLbMVogVj5nJSFZoiF6RDqyz_m6Srjx_MY) - nptelhrd
* [CS50’s Introduction to Artificial Intelligence with Python](https://cs50.harvard.edu/ai/) - Brian Yu, David J. Malan (Harvard OpenCourseWare and edX)
* [Elements of AI](https://www.elementsofai.com) - University of Helsinki, Reaktor
* [IBM AI Engineering Professional Certificate](https://www.coursera.org/professional-certificates/ai-engineer) - Romeo Kienzler, Saeed Aghabozorgi, Joseph Santarcangelo, Alex Aklson et al. (Coursera)
* [Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning](https://www.coursera.org/learn/introduction-tensorflow) - DeepLearning.ai (Coursera)
* [MIT Deep Learning and Artificial Intelligence Lectures](https://deeplearning.mit.edu) - Lex Fridman, et al.
* [MIT's Artificial Intelligence](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/) - Prof. Patrick Henry Winston (MIT OpenCourseWare)
* [Stanford CS221: Artificial Intelligence: Principles and Techniques \| Autumn 2019](https://www.youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX) - Stanford Online


### Assembly

* [Binary Exploitation / Memory Corruption by LiveOverflow](https://www.youtube.com/playlist?list=PLhixgUqwRTjxglIswKp9mpkfPNfHkzyeN) - LiveOverflow
* [C Programming and Assembly Language](https://nptel.ac.in/courses/106/106/106106210/) - Prof. Janakiraman Viraraghavan, IIT Madras (NPTEL)
* [Introduction to Assembly Programming with ARM](https://www.udemy.com/course/introduction-to-assembly-programming-with-arm/) - Scott Cosentino (Udemy)
* [Introduction To Reverse Engineering Software](http://opensecuritytraining.info/IntroductionToReverseEngineering.html) - Matt Briggs (OpenSecurityTraining)
* [Introductory Intel x86: Architecture, Assembly, Applications, & Alliteration](http://opensecuritytraining.info/IntroX86.html) - Xeno Kovah (OpenSecurityTraining)


### AutoIt

* [AutoIt Scripting Tutorial](https://www.youtube.com/playlist?list=PL4Jcq5zn02jKpjX0nqI1_fS7mEEb5tw6z) - TutsTeach
* [AutoIt Tutorials](https://www.youtube.com/playlist?list=PL1DCD109B801D0DE6) - 403forbidden403


### Ballerina

* [[Introductory]Integration with Ballerina](https://www.youtube.com/playlist?list=PL7JOecNWBb0KTB3vBz9Dkpc676HzhEDkN) - Shafreen Anfer
* [Ballerina Code to Cloud](https://www.youtube.com/playlist?list=PL7JOecNWBb0I1YcKwNEyMewhiSvwhM4in) - Anjana Supun
* [Ballerina Integrated Query Basics](https://www.youtube.com/playlist?list=PL7JOecNWBb0Lld0QfwGW4EKZEoeduyHKD) - Sasindu Alahakoon
* [Ballerina Programming Language Basics](https://www.youtube.com/playlist?list=PL7JOecNWBb0L4CCqT3awXQUgf6Djl-Oxg) - Sasindu Alahakoon
* [Ballerina Tables Basics](https://www.youtube.com/playlist?list=PL7JOecNWBb0K--nPJCEQILMt4ZlpkfvHU) - Sasindu Alahakoon
* [Package Management in Ballerina](https://www.youtube.com/playlist?list=PL7JOecNWBb0LjuZZ8OXzN5apFqlCb6tnY) - Asma Jabir
* [Testing in Ballerina](https://www.youtube.com/playlist?list=PL7JOecNWBb0ISsKnSaDjv0IIID-ztuu43) - Fathima Dilhasha
* [XML Manipulation in Ballerina](https://www.youtube.com/playlist?list=PL7JOecNWBb0JxniVXOwROaeFRlDvGd6nj) - Gimantha Bandara


### Bash / Shell

* [Bash Basics for Cloud Computing](https://www.udemy.com/course/bash-basics-for-cloud-computing/) - Kumulus Technologies (Udemy)
* [Bash Scripting Full Course 3 Hours](https://www.youtube.com/watch?v=e7BufAVwDiM) - Linuxhint
* [Bash Scripting Tutorial](https://ryanstutorials.net/bash-scripting-tutorial/) - Ryans Tutorial
* [Bento Shell Track](https://bento.io/topic/shell) - Jon Chan (Bento)
* [How to CMake Good](https://www.youtube.com/playlist?list=PLK6MXr8gasrGmIiSuVQXpfFuE1uPT615s) - vector-of-bool
* [Shell Scripting Tutorial](https://www.youtube.com/playlist?list=PL7B7FA4E693D8E790) - The Bad Tutorials
* [Shell Scripting Tutorial \| Shell Scripting Crash Course \| Linux Certification Training \| Edureka](https://www.youtube.com/watch?v=GtovwKDemnI) - edureka!
* [Shell Scripting Tutorial for Beginners](https://www.youtube.com/playlist?list=PLS1QulWo1RIYmaxcEqw5JhK3b-6rgdWO_) -  ProgrammingKnowledge


### Blockchain

* [Blockchain Developer Tutorials](https://www.youtube.com/playlist?list=PLS5SEs8ZftgUTXs0OJD2LFpYBPr4L54id) - Gregory McCubbin (Dapp University)
* [Blockchain Essentials](https://cognitiveclass.ai/courses/blockchain-course) - CognitiveClass.ai
* [Blockchain: Foundations and Use Cases](https://www.coursera.org/learn/blockchain-foundations-and-use-cases) - ConsenSys Academy (Coursera)
* [Blockchain Specialization](https://www.coursera.org/specializations/blockchain) - Bina Ramamurthy (Coursera)
* [Blockchain Tutorial for beginners](https://www.youtube.com/playlist?list=PLxbAS7NVaSZKKxoVuQxKK2k0c8S4t_m8O) - BlockTrain
* [Build 5 Dapps on the Ethereum Blockchain - Beginner Tutorial](https://www.youtube.com/watch?v=8wMKq7HvbKw) - Julien Klepatch, EatTheBlocks (freeCodeCamp.org)
* [Build an IoT Blockchain Network for a Supply Chain](https://cognitiveclass.ai/courses/blockchain-iot-node-red-food-network) - CognitiveClass.ai
* [Build and Deploy Your First Decentralized App with Etherem](https://www.udemy.com/course/your-first-decentralized-app/) - Gary Simon (Udemy)
* [CryptoZombies.io](https://cryptozombies.io) - CleverFlare, Loom Network
* [Solidity, Blockchain, and Smart Contract Course – Beginner to Expert Python Tutorial](https://www.youtube.com/watch?v=M576WGiDBdQ) - Patrick Collins (freeCodeCamp.org)


### C

* [C Language Tutorial for Beginners (With Notes)](https://www.youtube.com/watch?v=_MF8L7ZxwRE) - ProgrammingWithHarry
* [C Programming](https://www.youtube.com/playlist?list=PLBlnK6fEyqRggZZgYpPMUxdY1CYkZtARR) - Sujeet Singh (Neso Academy)
* [C Programming & Data Structures](https://www.youtube.com/playlist?list=PLBlnK6fEyqRhX6r2uhhlubuF5QextdCSM) - Sujeet Singh (Neso Academy)
* [C Programming 2021: Master The Basics!](https://www.udemy.com/course/c-programming-2019-master-the-basics/) - Ali Badran (Udemy)
* [C Programming for Beginners](https://www.youtube.com/playlist?list=PL98qAXLA6aftD9ZlnjpLhdQAOFI8xIB6e) - Programiz
* [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)
* [Learn C Programming](https://www.programiz.com/c-programming) - Programiz (HTML)
* [Programming in C](https://www.youtube.com/playlist?list=PLdo5W4Nhv31a8UcMN9-35ghv8qyFWD9_S) - Jenny's lectures CS/IT NET&JRF
* [The Arduino Platform and C Programming](https://www.coursera.org/learn/arduino-platform)


### <a id="csharp"></a>C\#

* [ASP.NET Core 2.2 & 3 REST API Tutorial](https://youtube.com/playlist?list=PLUOequmGnXxOgmSDWU7Tl6iQTsOtyjtwU&si=3XHU6BnqwxePAt54) - Nick Chapsas
* [Building a microservice architecture with ASP.NET Core - Gill Cleeren - NDC London 2022](https://www.youtube.com/watch?v=SR53SKIUYPA) - Gill Cleeren
* [C# 101](https://channel9.msdn.com/Series/CSharp-101) - Scott Hanselman, Kendra Havens (Microsoft)
* [C# Full Course for free](https://www.youtube.com/watch?v=wxznTygnRfQ) - Bro Code
* [C# Programming All-in-One Tutorial Series (6 HOURS!)](https://www.youtube.com/watch?v=qOruiBrXlAw) - Caleb Curry
* [C# Programming Language (Console Applications)](https://youtube.com/playlist?list=PLX07l0qxoHFLZftsVKyj3k9kfMca2uaPR) - Learning Never Ends
* [C# Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=GhQdlIFylQ8) - Mike Dane (freeCodeCamp)
* [C# Tutorial For Beginners - Learn C# Basics in 1 Hour](https://www.youtube.com/watch?v=gfkTfcpWqAY) - Moshfegh Hamedani (Programming with Mosh)
* [Domain-Driven Refactoring - Jimmy Bogard - NDC London 2022](https://www.youtube.com/watch?v=f64tZ90Dntg) - Jimmy Bogard
* [Fundamentals of Programming: Understanding C#](https://www.udemy.com/course/understandingc/) - Jesse Dietrichson (Udemy)
* [Learn C#](https://www.sololearn.com/learning/1080) - *registration required*
* [Learn how to program: C# and .NET](https://www.learnhowtoprogram.com/c-and-net) - Epicodus Inc.


### <a id="cpp"></a>C++

* [An Introduction to C++ Programming](https://www.udemy.com/course/an-introduction-to-cpp-programming/) - (Udemy)
* [C++](https://www.youtube.com/playlist?list=PLlrATfBNZ98dudnM48yfGUldqGD0S4FFb) - The Cherno
* [C++ Compilation, Linking, and Makefiles](https://youtube.com/playlist?list=PLNUvpxaaFJ_i6BYqbxTVeK5AOcFzQbboQ) - Amy Larson
* [C++ For Programmers](https://www.udacity.com/course/c-for-programmers--ud210) - Catherine Gamboa (Udacity)
* [C++ Full Course for free](https://www.youtube.com/watch?v=-TkoO8Z07hI) - Bro Code
* [C++ GUI applications (beginner to advanced)](https://www.youtube.com/playlist?list=PL43pGnjiVwgQakzRxpt2amqN9f7-tRtc_) - Saldina Nurak (CodeBeauty)
* [C++ Object-Oriented Programming](https://www.youtube.com/playlist?list=PL43pGnjiVwgTJg7uz8KUGdXRdGKE0W_jN) - Saldina Nurak (CodeBeauty)
* [C++ Programming](https://www.youtube.com/playlist?list=PLBlnK6fEyqRh6isJ01MBnbNpV3ZsktSyS) - Neso Academy
* [C++ Programming](https://www.youtube.com/playlist?list=PLfu_Bpi_zcDOtpXhhxL-P1wu0VkwNRXwC) - Kody Simpson
* [C++ Programming Course - Beginner to Advanced](https://www.youtube.com/watch?v=8jLOx1hD3_o) - Daniel Gakwaya (freeCodeCamp)
* [C++ Programming Language - C++ Tutorial](https://www.youtube.com/playlist?list=PLVlQHNRLflP8_DGKcMoRw-TYJJALgGu4J) - Naresh i Technologies
* [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)
* [C++ Tutorial for Beginners - Learn C++ in 1 Hour](https://www.youtube.com/watch?v=ZzaPdXTrSb8) - Programming with Mosh
* [C++ Tutorial for Complete Beginners](https://www.udemy.com/course/free-learn-c-tutorial-beginners/) - John Purcell (Udemy)
* [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*)
* [Learn C++ With Me](https://www.youtube.com/playlist?list=PLzMcBGfZo4-lmGC8VW0iu6qfMHjy7gLQ3) - Tech With Tim
* [Sololearn C++](https://www.sololearn.com/learning/1051) - *registration required*


### Clojure

* [Clojure language Tutorial - for Beginners](https://www.youtube.com/watch?v=zFPiPBIkAcQ)
* [Clojure Tutorial](https://www.youtube.com/watch?v=ciGyHkDuPAE) - Derek Banas
* [Functional Programming with Clojure](http://mooc.fi/courses/2014/clojure/)
* [Poetry of Programming - Clojure for Beginners](https://youtube.com/playlist?list=PLI-mrGTUXmHXeKhy6UGdDxIKwM8L4MTbq) - Attila EGRI-NAGY


### Cloud Computing

* [Cloud Computing and Development](https://uaceit.com/courses/cloud-computing-and-development) - Ashwin Kumar Ramaswamy (UAceIt) (email address *required*)
* [Cloud Computing Full Course In 11 Hours \| Cloud Computing Tutorial For Beginners](https://www.youtube.com/watch?v=2LaAJq1lB1Q) - Edureka!
* [Introduction to Cloud](https://cognitiveclass.ai/courses/introduction-to-cloud) - CognitiveClass.ai
* [NPTEL-CloudComputing](https://www.youtube.com/playlist?list=PLShJJCRzJWxhz7SfG4hpaBD5bKOloWx9J) - Manish Narula


#### AWS

* [AWS Certified Cloud Practitioner Course](https://youtube.com/playlist?list=PLt1SIbA8guuvfvUDVLpJepmbnYpOfYCIB) - Stephane Maarek
* [AWS Power Hour: Architecting](https://pages.awscloud.com/traincert-twitch-power-hour-architecting.html?saa=sec&sec=prep) - AWS
* [AWS Tutorial For Beginners](https://youtube.com/playlist?list=PLEiEAq2VkUULlNtIFhEQHo8gacvme35rz) - Simplilearn
* [AWS Zero to Hero](https://www.youtube.com/playlist?list=PLdpzxOOAlwvLNOxX0RfndiYSt1Le9azze) - Abhishek Veeramalla
* [Cloud Computing Basics with AWS](https://trailhead.salesforce.com/content/learn/modules/aws-cloud) - Trailhead (Salesforce) (email address *required*)
* [Deploying Spring Boot Applications With AWS ECS Fargate (Free Course)](https://javatodev.com/deploying-spring-boot-applications-with-aws-ecs/) - Chinthaka Dinadasa (javatodev)
* [How to Build AWS VPC Using Terraform – Step By Step](https://javatodev.com/how-to-build-aws-vpc-using-terraform-step-by-step/) - Chinthaka Dinadasa (javatodev)


#### Azure

* [Azure Administrator Certification](https://www.youtube.com/watch?v=10PbGbTUSAg) - freeCodeCamp
* [Microsoft Azure Fundamentals](https://youtube.com/playlist?list=PLGjZwEtPN7j-Q59JYso3L4_yoCjj2syrM) - Adam Marczak
* [Microsoft Certified: Azure Fundamentals](https://docs.microsoft.com/en-us/learn/certifications/azure-fundamentals/) - Microsoft


#### IBM

* [Getting started with IBM Cloud](https://cognitiveclass.ai/courses/ibm-cloud-essentials) - Horea Porutiu, Steve Martinelli
* [IBM Cloud Essentials V3](https://cognitiveclass.ai/courses/ibm-cloud-essentials) - CognitiveClass.ai


### Compilers

* [Compiler Design](https://www.youtube.com/playlist?list=PLLvKknWU7N4zpJWLqk7DXK26JwTB-gFmZ) - Lalit Vashistha
* [Compiler Design](https://youtube.com/playlist?list=PLBlnK6fEyqRjT3oJxFXRgjPNzeS-LFY-q) - Neso Academy
* [Compiler Design](https://www.youtube.com/playlist?list=PLXj4XH7LcRfC9pGMWuM6UWE3V4YZ9TZzM) - Sudhakar Atchala
* [Compilers](https://www.youtube.com/playlist?list=PL6KMWPQP_DM97Hh0PYNgJord-sANFTI3i) - Ghassan Shobaki
* [Stanford's Compilers](https://www.edx.org/course/compilers) - Alex Aiken


### Computer Organization and Architecture

* [Advanced Computer Architecture](https://www.youtube.com/playlist?list=PL1iLu2CSC9EWZMIh4_V5dGroMAwA84Lmz) - Smruti R. Sarangi
* [Computer Organization & Architecture (COA)](https://www.youtube.com/playlist?list=PLBlnK6fEyqRgLLlzdgiTUKULKJPYc0A4q) - Neso Academy


### Computer Science

* [Berkeley's CS  61A: Taught using SICP](https://archive.org/details/ucberkeley-webcast-PL3E89002AA9B9879E?tab=collection)
* [Computer Networking - Network Engineering](https://www.youtube.com/watch?v=qiQR5rTSshw) - Brian Ferrill (FreeCodeCamp)
* [CS50's Introduction to Computer Science](https://cs50.harvard.edu/x/) - David J. Malan (Harvard OpenCourseWare and edX)
* [Design of Computer Programs](https://www.udacity.com/course/design-of-computer-programs--cs212) - Peter Norvig (Udacity)
* [Discrete Mathematics for Computer Science Specialization](https://www.youtube.com/playlist?list=PLtS8Ubq2bIlXO4qEM5BOsBy6xWQNVFu8l) - My Lesson
* [Introduction to Augmented Reality and ARCore](https://www.coursera.org/learn/ar) - Daydream
* [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 6.824 Distributed Systems (Spring 2020)](https://www.youtube.com/playlist?list=PLrw6a1wE39_tb2fErI4-WkMbsvGQk9_UB)
* [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 Computer Science and Programming](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/) - John Guttag (MIT OpenCourseWare)
* [MIT's Introduction to Computer Science and Programming in Python](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/) - Ana Bell, Eric Grimson, John Guttag (MIT OpenCourseWare)
* [MIT's Mathematics for Computer Science](https://ocw.mit.edu/courses/6-042j-mathematics-for-computer-science-fall-2010/)


### Cryptography

* [Cryptography & Network Security](https://www.youtube.com/playlist?list=PLBlnK6fEyqRgJU3EsOYDTW7m6SUmW6kII) - Neso Academy
* [Cryptography Lecture Series](https://www.youtube.com/playlist?list=PL2jrku-ebl3H50FiEPr4erSJiJHURM9BX) - Christof Paar
* [Foundations of Cryptography](https://www.youtube.com/playlist?list=PLgMDNELGJ1CbdGLyn7OrVAP-IKg-0q2U2) - NPTEL  Indian Institute of Science, Bengaluru
* [Introduction to Cryptography](https://open.ruhr-uni-bochum.de/en/lernangebot/introduction-cryptography) (Christof Paar)
* [Stanford Cryptography I](https://www.coursera.org/course/crypto) - Dan Boneh
* [Stanford Cryptography II](https://www.coursera.org/course/crypto2) - Dan Boneh


### Cuda

* [CUDA Tutorials](https://youtube.com/playlist?list=PLKK11Ligqititws0ZOoGk3SW-TZCar4dK) - Creel
* [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 in 4 hours \| Full beginners tutorial](https://www.youtube.com/watch?v=5xlVP04905w) - Mike Dane
* [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)
* [Essential Dart](https://www.programming-books.io/essential/dart) - Krzysztof Kowalczyk (HTML)
* [Free Dart Course](https://www.youtube.com/playlist?list=PL6yRaaP0WPkVR2FiAS7TTCT_n2mDhwISE) - Vandad Nahavandipoor
* [Learning Dart](https://riptutorial.com/Download/dart.pdf) - Compiled from StackOverflow Documentation (PDF)


### Data Science

* [Advanced Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/advanceddataminingwithweka/)
* [An Introduction to Data Science](https://www.udemy.com/course/an-introduction-to-data-science/)
* [Apache Airflow Tutorials](https://www.youtube.com/playlist?list=PLYizQ5FvN6pvIOcOd6dFZu3lQqc6zBGp2) - Tuan Vu
* [Applied Data Science with Python](https://cognitiveclass.ai/learn/data-science-with-python) - CognitiveClass.ai
* [CS250: Python for Data Science](https://learn.saylor.org/course/view.php?id=504) - Saylor Academy
* [Data Analysis and Visualization](https://www.udacity.com/course/data-analysis-and-visualization--ud404) - Georgia Tech (Udacity)
* [Data Analysis with Python: Zero to Pandas](https://jovian.ai/learn/data-analysis-with-python-zero-to-pandas) (Jovian)
* [Data Analysis with R](https://www.udacity.com/course/data-analysis-with-r--ud651) - Facebook (Udacity)
* [Data Build Tool (dbt)](https://www.youtube.com/playlist?list=PLy4OcwImJzBLJzLYxpxaPUmCWp8j1esvT) - Kahan Data Solutions
* [Data Cleaning](https://www.kaggle.com/learn/data-cleaning) - Rachael Tatman (Kaggle)
* [Data Engineering](https://www.youtube.com/playlist?list=PLy4OcwImJzBKg3rmROyI_CBBAYlQISkOO) - Kahan Data Solutions
* [Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/)
* [Data science for beginners](https://microsoft.github.io/Data-Science-For-Beginners) - Microsoft
* [Data Science Fundamentals](https://cognitiveclass.ai/learn/data-science) - CognitiveClass.ai
* [Data Science interview questions](https://www.youtube.com/playlist?list=PLZoTAELRMXVPkl7oRvzyNnyj1HS4wt2K-) - Krish Naik
* [Data Science Methodology](https://cognitiveclass.ai/courses/data-science-methodology-2) - CognitiveClass.ai
* [Data Visualization](https://www.kaggle.com/learn/data-visualization) - Alexis Cook (Kaggle)
* [Datavis 2020](https://www.youtube.com/playlist?list=PL9yYRbwpkykuK6LSMLH3bAaPpXaDUXcLV) - Curran Kelleher
* [Hadoop Tutorial for Beginners](https://www.youtube.com/playlist?list=PLlgLmuG_KgbasW0lpInSAIxYd2vqAEPit) - Great Learning
* [Hive Tutorial](https://www.youtube.com/watch?v=MLDcapDQba4) - Great Learning
* [IBM Data Science Professional Certificate](https://www.coursera.org/professional-certificates/ibm-data-science) (Coursera)
* [Intro to Data Analysis](https://www.udacity.com/course/intro-to-data-analysis--ud170) - Udacity
* [Intro to Data Science](https://www.udacity.com/course/intro-to-data-science--ud359) - Udacity
* [Introduction to Data Science](https://alison.com/course/introduction-to-data-science-revised) - Alison
* [Introduction to Data Science](https://www.simplilearn.com/data-science-free-course-for-beginners-skillup) - SkillUp by Simplilearn
* [Introduction to Data Science in Python](https://www.coursera.org/learn/python-data-analysis) - Christopher Brooks (Coursera)
* [Learn Data Science](https://www.sololearn.com/learning/1093) - *registration required*
* [Learn Data Science Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=ua-CiDNNj30) - Barton Poulson (FreeCodeCamp.org)
* [MIT's Introduction to Computational Thinking and Data Science](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/) - Eric Grimson, John Guttag, Ana Bell (MIT OpenCourseWare)
* [More Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/moredataminingwithweka/)
* [NICO 101 - Introduction to Programming for Big Data](https://github.com/amarallab/Amaral_Lab_Intro_to_Data_Science) - Luis Amaral, Helio Tejedor, Luiz Alves
* [The Analytics Edge](https://www.edx.org/course/analytics-edge-mitx-15-071x-3)


### Databases

* [15-721 Advanced Database Systems (Spring 2023)](https://www.youtube.com/playlist?list=PLSE8ODhjZXjYzlLMbX3cR0sxWnRM7CLFn) - CMU Database Group
* [CMU Intro to Database Systems](https://youtube.com/playlist?list=PLSE8ODhjZXjaKScG3l0nuOiDTTqpfnWFf) - CMU Database Group
* [Database Design and Management](https://www.udemy.com/course/database-design-and-management) - Visual Paradigm (Udemy)
* [Database Systems](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-830-database-systems-fall-2010/) (MIT's opencourseware)
* [Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis)](https://www.youtube.com/watch?v=4cWkVbC2bNE) - Professor Immanuel Trummer, freeCodeCamp.org
* [DBMS Placement Series](https://youtube.com/playlist?list=PLDzeHZWIZsTpukecmA2p5rhHM14bl2dHU) - CodeHelp by Babbar
* [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

* [Datastax Academy (Apache Cassandra)](https://www.datastax.com/dev/academy) - Datastax Inc. *(email address required)*
* [Introduction to MongoDB](https://learn.mongodb.com/learn/learning-path/introduction-to-mongodb) - MongoDB University *(registration required)*
* [MongoDB University](https://university.mongodb.com) - MongoDB, Inc. (email address *required*)
* [Neo4j (Graph Database) Crash Course](https://www.youtube.com/watch?v=8jNPelugC2s) - Laith Academy
* [Neo4j Graph Database Tutorial](https://www.youtube.com/playlist?list=PLqfPEK2RTgChcOZ6qHgSfwiBPCz2Bzdjh) - Satish C J
* [Redis University](https://university.redis.com) - Redis Inc. *(email address required)*


#### SQL

* [Getting Started with SQL for Application Developers](https://university.cockroachlabs.com/courses/course-v1:crl+getting-started-with-sql-for-app-devs+self-paced/about) - Wade Waldron (Cockroach Labs Inc.) *(email address required)*
* [Introduction to Database Queries](https://www.edx.org/course/introduction-to-database-queries) - Aspen Olmsted (edX New York University)
* [Introduction to Databases and SQL Querying](https://www.udemy.com/course/introduction-to-databases-and-sql-querying/) - Rakesh Gopalakrishnan (Udemy)
* [Introduction to Distributed SQL and CockroachDB](https://university.cockroachlabs.com/courses/course-v1:crl+intro-to-distributed-sql-and-cockroachdb+self-paced/about) - Lauren Hirata Singh and Will Cross (Cockroach Labs Inc.) *(email address required)*
* [Learn SQL](https://popsql.com/learn-sql) - PopSQL
* [Learn SQL](https://www.sololearn.com/learning/1060) - *registration required*
* [Learn SQL: SQL Tutorial for Beginners](https://www.programiz.com/sql) - Programiz
* [MySQL Tutorial for Beginners [Full Course]](https://www.youtube.com/watch?v=7S_tz1z_5bA) - Moshfegh Hamedani (Programming with Mosh)
* [SQL Foundations](https://www.udemy.com/course/sql-essentials-for-beginners/) - Sagar Uppuluri (Udemy)
* [SQL NPTEL](https://www.youtube.com/playlist?list=PLLQPIumE5cE-gzU5hChH1V3H93x4UOlHR)
* [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

* [Advanced NLP using spaCy](https://course.spacy.io) - Ines Montani
* [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 Learning with PyTorch](https://www.youtube.com/playlist?list=PLWKjhJtqVAbm3T2Eq1_KgloC7ogdXxdRa) - Aakash N. S., freeCodeCamp.org
* [Deep Learning with Pytorch: Zero tp GANs](https://jovian.ai/learn/deep-learning-with-pytorch-zero-to-gans) (Jovian)
* [Deep Learning With Tensorflow 2.0 and Keras](https://youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO) - codebasics
* [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
* [Deep Reinforcement Learning Course - Hugging Face](https://huggingface.co/learn/deep-rl-course/unit0/introduction)
* [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)
* [Full Stack Computer Vision Tutorial with Tensorflow, Python, Tensorflow.JS with React.JS](https://www.youtube.com/playlist?list=PLgNJO2hghbmhUeJuv7PyVYgzhlgt2TcSr) - Nicholas Renotte
* [Hugging Face NLP Course](https://huggingface.co/learn/nlp-course/chapter1/1) - Hugging Face
* [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
* [NYU Deep Learning SP21](https://youtube.com/playlist?list=PLLHTzKZzVU9e6xUfG10TkTWApKSZCzuBI) Alfredo Canziani
* [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)
* [Stanford CS 224N: Natural Language Processing with Deep Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ) (Stanford Online)
* [Stanford CS230: Deep Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb) (Stanford Online)
* [Unsupervised Feature Learning and Deep Learning](http://deeplearning.stanford.edu/tutorial)
* [What is Deep Learning](https://www.udacity.com/course/deep-learning--ud730) (Udacity)


### DevOps

* [AWS DevOps Engineer Learning Plan](https://explore.skillbuilder.aws/learn/public/learning_plan/view/85/devops-engineering-learning-plan?la=sec&sec=lp) - AWS
* [Complete DevOps Zero to Hero Course](https://www.youtube.com/playlist?list=PLdpzxOOAlwvIKMhk8WhzN1pYoJ1YU8Csa) - Abhishek Veeramalla
* [DevOps Bootcamp](https://www.youtube.com/playlist?list=PL9gnSGHSqcnoqBXdMwUTRod4Gi3eac2Ak) - Kunal Kushwaha
* [DevOps Full Course ](https://www.youtube.com/watch?v=lpk7VpGqkKw) - Simplilearn
* [DevOps Tutorial for Beginners](https://www.youtube.com/playlist?list=PLVHgQku8Z934suC9LSE6vaAKjOH_MfRbE) - Intellipaat
* [Intro to DevOps](https://www.udacity.com/course/intro-to-devops--ud611) - Karl Krueger, Dwayne Lessner, Gundega Dekena (Udacity)


#### Ansible

* [Ansible + GCP](https://www.udemy.com/course/ansible-gcp) - Rohit Abraham (Udemy)
* [Ansible Basics: An Automation Technical Overview](https://www.udemy.com/course/ansible-basics-an-automation-technical-overview) - Red Hat, Inc. (Udemy)
* [Ansible for the Absolute Beginner - DevOps](https://www.udemy.com/course/ansible-for-the-absolute-beginner-devops) -  Vijay Patel (Udemy)
* [AWS Provisioning using Ansible with real-time examples](https://www.udemy.com/course/aws-provisioning-using-ansible-with-real-time-examples) - Narendra P (Udemy)
* [DevOps: Beginner's Guide To Automation With Ansible](https://www.udemy.com/course/devops-beginners-guide-to-automation-with-ansible) - TetraNoodle Team, Manuj Aggarwal (Udemy)
* [Red Hat Ansible Automation for SAP (RH045)](https://www.udemy.com/course/red-hat-ansible-automation-for-sap) - Red Hat, Inc. (Udemy)
* [Use Ansible with Amazon Web Services](https://www.udemy.com/course/ansible-aws) - Rohit Abraham (Udemy)


#### Chef

* [CHEF Tutorial](https://www.youtube.com/playlist?list=PLsgnv1SN76ILtD3TnVtXpX1hmwjyY9OuT) - Online Tutorials
* [Learning Chef](https://www.youtube.com/playlist?list=PLKK5zTDXqzFM53J6-rikDrqbbY0Pu-9SP) - Nathen Harvey


#### Jenkins

* [FREE Advanced Jenkins in K8s (Docker in Docker)](https://www.udemy.com/course/free-advanced-jenkins-in-k8s-docker-in-docker) -  CS Career Kaizen (Udemy)
* [Jenkins](https://youtube.com/playlist?list=PLhW3qG5bs-L_ZCOA4zNPSoGbnVQ-rp_dG) - Automation Step by Step
* [Jenkins \| Step-by-Step for Complete Beginners](https://www.udemy.com/course/jenkins-step-by-step-for-complete-beginners/) - Raghav Pal (Udemy)
* [Jenkins Tutorial](https://www.mygreatlearning.com/academy/learn-for-free/courses/jenkins-tutorial) (Great Learning)
* [Jenkins Tutorial Step by Step](https://www.youtube.com/playlist?list=PL8VbCbavWfeGt_Hyq0h9Pymi9DTGowd5X) - The Testing Academy
* [Jenkins Tutorial Video [2022 updated]](https://www.youtube.com/playlist?list=PLEiEAq2VkUUKGrfcoNYRgqam5YBERN8xa) - Simplilearn
* [Jenkins Zero to Hero](https://www.youtube.com/playlist?list=PLdpzxOOAlwvJDIAQZtMjUUbiVUDfGaCIX) - Abhishek Veeramalla


### Digital Electronics

* [Digital Electronics](https://www.youtube.com/playlist?list=PLBlnK6fEyqRjMH3mWf6kwqiTbT798eAOm) - Neso Academy
* [Digital Electronics for GATE](https://www.youtube.com/playlist?list=PLWPirh4EWFpHk70zwYoHu87uVsCC8E2S-) - Tutorials Point India Ltd.


### Docker

* [Deploying Containerized Applications Technical Overview](https://www.udemy.com/course/deploying-containerized-applications-technical-overview) - Red Hat
* [Docker](https://www.youtube.com/playlist?list=PLhW3qG5bs-L99pQsZ74f-LC-tOEsBp2rK) - Raghav Pal
* [Docker Essentials](https://cognitiveclass.ai/courses/docker-essentials) - CognitiveClass.ai
* [Docker Tutorial for Beginners](https://www.youtube.com/watch?v=pTFZFxd4hOI) - Programming with Mosh!
* [Docker Tutorial for Beginners](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGBkvpSIgwchk0glHLz7CQ-7) - Thenewboston
* [Docker Tutorial for Beginners](https://www.youtube.com/watch?v=fqMOX6JJhGo) - Mumshad Mannambeth (freeCodeCamp)
* [Docker Tutorial for Beginners - What is Docker? Introduction to Containers](https://www.youtube.com/watch?v=17Bl31rlnRM) - Kunal Kushwaha
* [Docker Tutorial for Beginners \[FULL COURSE in 3 Hours\]](https://www.youtube.com/watch?v=3c-iBn73dDE) - TechWorld with Nana
* [Docker Tutorial for Beginners \| Full Course \[2021\]](https://www.youtube.com/watch?v=p28piYY_wv8) - Amigoscode
* [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)


### Elastic

* [App Search Fundamentals](https://www.elastic.co/training/app-search-fundamentals) - Elastic
* [App Search Web Crawler Fundamentals](https://www.elastic.co/training/app-search-web-crawler-fundamentals) - Elastic
* [ECE Fundamentals](https://www.elastic.co/training/ece-fundamentals) - Elastic
* [Elastic Security Fundamentals: SIEM]([https://www.elastic.co/training/kibana-for-splunk-spl-users](https://www.elastic.co/training/elastic-security-fundamentals-siem)) - Elastic
* [Kibana for Splunk SPL Users](https://www.elastic.co/training/kibana-for-splunk-spl-users) - Elastic
* [Kibana Fundamentals](https://www.elastic.co/training/kibana-fundamentals) - Elastic
* [Observability Fundamentals](https://www.elastic.co/training/observability-fundamentals) - Elastic
* [Workplace Search Fundamentals](https://www.elastic.co/training/workplace-search-fundamentals) - Elastic


### Flutter

* [Flutter & Firebase App Build](https://www.youtube.com/playlist?list=PL4cUxeGkcC9j--TKIdkb3ISfRbJeJYQwC) - The Net Ninja
* [Flutter Course for Beginners - 37 hour](https://www.youtube.com/watch?v=VPvVD8t02U8) - freeCodeCamp.org
* [Flutter Crash Course](https://fluttercrashcourse.com/courses/basics/lessons/materialapp-scaffold-appbar-text) - Nick Manning *(account required)*
* [Flutter State Management Course](https://www.youtube.com/playlist?list=PL6yRaaP0WPkUf-ff1OX99DVSL1cynLHxO) - Vandad Nahavandipoor
* [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)
* [Flutter Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9jLYyp2Aoh6hcWuxFDX6PBJ) - The Net Ninja
* [Flutter Tutorial for Beginners](https://www.solutelabs.com/blog/flutter-tutorial-for-beginners-step-by-step-guide) - Solute Labs
* [Free Flutter Animations Course](https://youtube.com/playlist?list=PL4cUxeGkcC9gP1qg8yj-Jokef29VRCLt1) - The Net Ninja
* [Free Flutter Course](https://www.youtube.com/playlist?list=PL6yRaaP0WPkVtoeNIGqILtRAgd3h2CNpT) - Vandad Nahavandipoor


### Fortran

* [Fortran Programming Tutorials (Revised)](https://youtube.com/playlist?list=PLNmACol6lYY5_S8I4K29V2oI95nOCzQU8) - Fluidic Colours
* [Fortran Tutorial](https://www.youtube.com/watch?v=__2UgFNYgf8) - Derek Banas


### 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)
* [CS50's Introduction to Game Development](https://cs50.harvard.edu/games/) - Colton Ogden (Harvard OpenCourseWare and edX)
* [CS50's Introduction to Game Development 2018](https://www.youtube.com/playlist?list=PLhQjrBD2T383Vx9-4vJYFsJbvZ_D17Qzh) - David J. Malan
* [Game Design and Development 1: 2D Shooter (Unity)](https://coursera.org/share/20c8b45e02110782aff633467f979c81) - Brian Winn (Coursera)
* [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
* [Low Poly Art For Video Games](https://www.coursera.org/learn/low-poly-art-video-games) - Andrew Dennis, Ricardo Guimaraes (Coursera)
* [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
* [Platform Game Development w/ Construct 2](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAp287UuTE0-K7Ty-b8rGAX) - thenewboston
* [Pygame (Python Game Development)](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAjkwJocj7vlc_mFU-4wXJq) - thenewboston
* [Run Bunny, Run! Creating a 2D game in Unity](https://www.youtube.com/playlist?list=PLvUqRm2B9RRBgJipfDmFR7sFhEwBn7aGT) - Rabidgremlin
* [Unity Beginner Fundamentals](https://learn.unity.com/course/unity-beginner-fundamentals) - Pluralsight Company (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)
* [Complete Git and GitHub Tutorial](https://www.youtube.com/watch?v=apGV9Kg7ics) - Kunal Kushwaha
* [Foundations of Git - Certification Course](https://learn.gitkraken.com/courses/git-foundations) - Axosoft (GitKraken) *(account or email address required)*
* [Gentle Introduction to Git and GitHub](https://www.youtube.com/playlist?list=PLErOmyzRKOCoLfGDg91NbuGlRahF5mElq) - Deborah Kurata
* [Git](https://www.youtube.com/playlist?list=PLFBirL3MAv29Vy_L7MmV2QaZLvAadFPHR) - Gwendolyn Faraday
* [Git & GitHub](https://www.youtube.com/playlist?list=PLWKjhJtqVAbkFiqHnNaxpOPhh9tSWMXIF) - Briana Marie, freeCodeCamp.org
* [Git & GitHub](https://www.youtube.com/playlist?list=PLhW3qG5bs-L8OlICbNX9u4MZ3rAt5c5GG) - Raghav Pal, Automation Step by Step
* [Git & GitHub Complete Guide](https://www.udemy.com/course/git-n-github-complete-guide) (Udemy)
* [Git & GitHub Crash Course](https://www.udemy.com/course/git-and-github-crash-course-creating-a-repository-from-scratch/) - Kalob Taulien (Udemy)
* [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)*
* [Git for Professionals Tutorial - Tools & Concepts for Mastering Version Control with Git](https://www.youtube.com/watch?v=Uszj_k0DGsg) - Tobias Günther
* [Git How To](https://githowto.com) - Alexander Shvets
* [Git Tutorial - Learn Command-line Git & GitHub](https://www.youtube.com/playlist?list=PLpcSpRrAaOarEpNz71TSfNVd0eQmsZSgN) - LearnWebCode
* [Git Tutorial for Beginners: Learn Git in 1 Hour](https://www.youtube.com/watch?v=8JJ101D3knE) - Moshfegh Hamedani (Programming with Mosh)
* [How to Use Git and GitHub](https://www.udacity.com/course/how-to-use-git-and-github--ud775) (Udacity)
* [Introduction to Git](https://learn.microsoft.com/en-us/training/modules/intro-to-git/) - Microsoft Learn
* [Introduction to Git and GitHub](https://www.coursera.org/learn/introduction-git-github) - Google (Coursera)
* [Learn Git with Bitbucket Cloud](https://www.atlassian.com/git/tutorials/learn-git-with-bitbucket-cloud) - Atlassian


### Go

* [A Tour Of Go](https://tour.golang.org/welcome/1)
* [DevOps BootCamp](https://github.com/jeffotoni/goworkshopdevops) - Jefferson Otoni Lima, et al.
* [Go / Golang Crash Course](https://www.youtube.com/watch?v=SqrbIlUwR0U) - Traversy Media
* [Go Programming Language Tutorial](https://www.youtube.com/playlist?list=PLS1QulWo1RIaRoN4vQQCYHWDuubEU8Vij) - ProgrammingKnowledge
* [Golang \| Gin HTTP Framework](https://www.youtube.com/playlist?list=PL3eAkoh7fypr8zrkiygiY1e9osoqjoV9w) - Pragmatic Reviews
* [Golang basics](https://www.youtube.com/playlist?list=PLve39GJ2D71xX0Ham0WoPaYfl8oTzZfN6) - Golang dojo
* [Golang in under an hour](https://www.youtube.com/watch?v=N0fIANJkwic) - Eli Goldberg
* [Golang Tutorial - Learn Go Programming Language](https://www.geeksforgeeks.org/golang-tutorial-learn-go-programming-language/) - GeeksforGeeks
* [Golang Tutorial for Beginners \| Full Go Course](https://www.youtube.com/watch?v=yyUHQIec83I) - Nana Janashia (TechWorld with Nana)
* [Gophercises: Free Coding Exercises for Budding Gophers](https://gophercises.com) - Jon Calhoun (email address *required*)
* [Learn Go \| Learn Go Programming](https://golangr.com) - golangr.com
* [Learn Go Programming - Golang Tutorial for Beginners](https://www.youtube.com/watch?v=YS4e4q9oBaU) - Michael Van Sickle (freeCodeCamp)
* [Learn Go Programming by Building 11 Projects – Full Course](https://www.youtube.com/watch?v=jFfo23yIWac) - Akhil Sharma  (FreeCodeCamp)
* [Let's go with golang](https://www.youtube.com/playlist?list=PLRAV69dS1uWQGDQoBYMZWKjzuhCaOnBpa) - Hitesh Choudhary


### Graph Theory

* [Graph Theory](https://youtube.com/playlist?list=PLztBpqftvzxXBhbYxoaZJmnZF6AUQr1mH) - Wrath of Math
* [Graph Theory - DM](https://youtube.com/playlist?list=PLYrahs7hsYIQiSNxTfZndQz7jWPXsA1ur) - SCCI Labs IIT Ropar
* [Graph Theory Playlist](https://youtube.com/playlist?list=PLDV1Zeh2NRsDGO4--qE8yH72HFL1Km93P) - WilliamFiset


### Haskell

* [Advanced Functional Programming in Haskell](http://www.cs.nott.ac.uk/~pszgmh/afp.html) - Graham Hutton
* [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
* [Functional Programming in Haskell](http://www.cs.nott.ac.uk/~pszgmh/pgp.html) - Graham Hutton
* [RWTH Aachen University: Functional Programming](https://videoag.fsmpi.rwth-aachen.de/?course=12ss-funkprog) - Jürgen Giesl


### HTML and 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 Quiz App with HTML, CSS, and JavaScript](https://www.udemy.com/course/build-a-quiz-app-with-html-css-and-javascript) - James Quick (Udemy)
* [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](https://web.archive.org/web/20210812200413/http://cs75.tv/2010/fall/) - David J. Malan [(YouTube)](https://www.youtube.com/playlist?list=PLvJoKWRPIu8GhAhDBAH0BFB9BS7YxM1WT)
* [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
* [Conquering freeCodeCamp's Curriculum](https://youtube.com/playlist?list=PLgBH1CvjOA62oNEVgz-dECiCZCE_Q3ZFH) - Florin Pop
* [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)
* [CSS Tutorials](https://youtube.com/playlist?list=PLDyQo7g0_nsUjf046cCHKJ16U1SoXrElZ) - Dev Ed
* [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
* [Gentle Introduction to CSS for Beginners](https://www.youtube.com/playlist?list=PLErOmyzRKOCptjkM-mOfveYlgKQEx1AAf) - Deborah Kurata
* [Gentle Introduction to HTML for Beginners](https://www.youtube.com/playlist?list=PLErOmyzRKOCpmPEZIkblP-0sNufXbvXJL) - Deborah Kurata
* [Get to know HTML Learn HTML Basics](https://www.udemy.com/course/html-online-course/) - Laurence Svekis (Udemy)
* [HTML & CSS](https://www.youtube.com/playlist?list=PLillGF-RfqbZTASqIqdvm1R5mLrQq79CU) - Brad Traversy, Traversy Media
* [HTML & CSS Crash Course](https://www.youtube.com/playlist?list=PL4cUxeGkcC9ivBf_eKCPIAYXWzLlPAm6G) - The Net Ninja (Shaun Pelling)
* [HTML & CSS Crash Course Tutorial For Beginners](https://youtube.com/playlist?list=PLr6-GrHUlVf_HUfo4LyFepGmj23nwqNdk) - EJ Media
* [HTML and CSS Crash Course](https://scrimba.com/learn/htmlcss) - Kevin Powell (scrimba)
* [HTML and CSS Crash For Beginner](https://youtube.com/playlist?list=PL4-IK0AVhVjM0xE0K2uZRvsM7LkIhsPT-) - Kevin Powell
* [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)
* [HTML Tutorial For Beginners (With Notes)](https://www.youtube.com/watch?v=qHB2jUvAlGo) - ProgrammingWithHarry
* [HTML5 and CSS3 Fundamentals](https://www.udemy.com/course/html5-fundamentals-for-beginners/) - Stone River eLearning (Udemy)
* [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 HTML and CSS with 5 projects](https://scrimba.com/learn/htmlandcss) - Per Harald Borgen (Scrimba)
* [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
* [Sass Tutorial - Build Your Own CSS Library](https://www.youtube.com/playlist?list=PL4cUxeGkcC9jxJX7vojNVK-o8ubDZEcNb) - The Net Ninja
* [Structuring the web with HTML](https://developer.mozilla.org/en-US/docs/Learn/HTML)
* [Tailwind CSS Tutorial](https://youtube.com/playlist?list=PL4cUxeGkcC9gpXORlEHjc5bgnIi5HEGhw) - The Net Ninja
* [TailwindCSS Tutorial](https://www.youtube.com/playlist?list=PLFHz2csJcgk8lgiRDB7FdsXVr4xy6jE8K) - Code With Dary
* [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


#### Bootstrap

* [Bootstrap 4 Quick Start: Code Modern Responsive Websites](https://www.udemy.com/course/bootstrap-4) - Brad Hussey (Udemy)
* [Bootstrap 5 Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9joIM91nLzd_qaH_AimmdAR) - The Net Ninja
* [Bootstrap Tutorial for Beginners](https://youtube.com/playlist?list=PLr6-GrHUlVf-gjvHuzCnVmeuaeAjRGltv) - EJ Media
* [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
* [Gentle Introduction to Bootstrap 5 for Beginners](https://www.youtube.com/playlist?list=PLErOmyzRKOCr47pRGOswKcgzGyetNRdHZ) - Deborah Kurata
* [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)
* [Learn Bootstrap 5 and SASS by Building a Portfolio Website - Full Course](https://www.youtube.com/watch?v=iJKCj8uAHz8) - Patrick Muriungi, freeCodeCamp
* [Rapid website design with Bootstrap](https://www.udemy.com/course/responsive-website-design) - Laurence Svekis (Udemy)


### 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)
* [SwiftUI Tutorials](https://www.youtube.com/playlist?list=PL8seg1JPkqgHyWCBHwXGmfysQpEQTfC3z) - Sean Allen
* [SwiftUI Tutorials for Beginners](https://www.youtube.com/playlist?list=PLMRqhzcHGw1Z-lZaaun3A3mV9PbEfHANI) - CodeWithChris
* [The Complete Swift iOS Developer - Create Real Apps in Swift](https://www.udemy.com/course/the-complete-ios-10-developer-course/) - Grant Klimaytys (Udemy)
* [Unit Testing in iOS](https://www.youtube.com/playlist?list=PLMRqhzcHGw1ZLLvLwuW8AP3n-A3nsRn9P) - CodeWithChris


### Java

* [Advanced Software Construction in Java](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.005.2x+1T2017/about) - MIT Open Learning Library
* [Building Microservices With Spring Boot – Free Course With Practical Project](https://javatodev.com/building-microservices-with-spring-boot-free-course-with-practical-project/) Chinthaka Dinadasa (javatodev)
* [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)
* [Fundamentals of Java EE Development](https://www.edx.org/course/fundamentals-of-java-ee-development) -  Will Dinyes (edX)
* [Hibernate Tutorial for Beginners](https://www.youtube.com/playlist?list=PLsyeobzWxl7qBZtsEvp_n2A7sJs2MpF3r) - Telusko (Navin Reddy)
* [Introduction to Java](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-092-introduction-to-programming-in-java-january-iap-2010/)
* [Introduction to Java + DSA](https://youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ) - Kunal Kushwaha
* [Java Beginner](https://youtube.com/playlist?list=PLkeaG1zpPTHiMjczpmZ6ALd46VjjiQJ_8) - Coding with John
* [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 Persistence API (JPA) Complete Tutorial](https://www.youtube.com/playlist?list=PL6oD2syjfW7COL__RNrWl4S97vNcqh3mO) - Giuseppe Scaramuzzino
* [Java Programming](https://testautomationu.applitools.com/java-programming-course/) - Angie Jones (Applitools)
* [Java Programming](https://java-programming.mooc.fi) - University of Helsinki
* [Java Programming](https://youtube.com/playlist?list=PLBlnK6fEyqRjKA_NuK9mHmlk0dZzuP1P5) - Neso Academy
* [Java Programming](https://www.youtube.com/playlist?list=PLfu_Bpi_zcDPNy6qznvbkGZi7eP_0EL77) - Kody Simpson
* [Java Programming Basics](https://www.udacity.com/course/java-programming-basics--ud282) - Cezanne Camacho, Asser Samak (Udacity) (account *required*)
* [Java Programming Basics](https://www.udemy.com/course/java-programming-basics/) - Charles Mulic (Udemy)
* [Java Programming: Solving Problems with Software](https://www.coursera.org/learn/java-programming) (Coursera)
* [Java Server Tutorials - Happy Coding](https://happycoding.io/tutorials/java-server/) - Kevin Workman
* [Java tutorial for beginners](https://youtube.com/playlist?list=PLZPZq0r_RZOMhCAyywfnYLlrjiVOkdAI1) - Bro Code
* [Java Tutorial for Beginners](https://www.youtube.com/watch?v=eIrMbAQSU34) - Programming with Mosh
* [Java Tutorial For Beginners](https://youtube.com/playlist?list=PLsyeobzWxl7oZ-fxDYkOToURHhMuWD1BK) - Telusko
* [Java Tutorial for Complete Beginners](https://www.udemy.com/course/java-tutorial/) - John Purcell (Udemy)
* [JSP (Java server pages) and servlet basics](https://www.udemy.com/course/jsp-servlet-free/) - StudyEasy Organisation, Chaand Sheikh (Udemy)
* [Learn how to program: Java](https://www.learnhowtoprogram.com/java-june-2017) - Epicodus Inc.
* [Learn Java](https://www.sololearn.com/learning/1068) - Sololearn *(email address required)*
* [Learn Java Programming](https://www.programiz.com/java-programming) - Programiz
* [Most Asked Core Java Frequently Asked Questions](https://www.youtube.com/playlist?list=PLyHJZXNdCXscoyL5XEZoHHZ86_6h3GWE1) - Code Decode
* [Object Oriented Programming (OOP) In Java Course](https://www.youtube.com/playlist?list=PL9gnSGHSqcno1G3XjUbwzXHL8_EttOuKk) - Kunal Kushwaha
* [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)
* [Programming in Java](https://nptel.ac.in/courses/106/105/106105191/) - Prof. Debasis Samanta (NPTEL)
* [Servlet & JSP Tutorial Full Course](https://www.youtube.com/watch?v=OuBUUkQfBYM) - Telusko (Navin Reddy)
* [Software Construction in Java](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.005.1x+3T2016/about) - MIT Open Learning Library
* [Spring 5 Core - An Ultimate Guide](https://www.udemy.com/learn-spring-5-core-from-scratch/) - Somnath Musib (Udemy)
* [Spring Boot Tutorials](https://www.youtube.com/playlist?list=PLhfxuQVMs-nx3YQa3XJ9-4g_EoK0J8WhU) - Daily Code Buffer (Shabbir Dawoodi)
* [Spring Boot Tutorials Full Course](https://www.youtube.com/watch?v=35EQXmHKZYs) - Telusko (Navin Reddy)
* [What is Java?](https://sagecode.net/java/index.html) - Elucian Moise (Sage-Code)


### JavaScript

* [Asynchronous Programming: The End of The Loop](https://egghead.io/courses/asynchronous-programming-the-end-of-the-loop) - Jafar Husain
* [Beginner's Series to: JavaScript](https://youtube.com/playlist?list=PLlrxD0HtieHhW0NCG7M536uHGOtJ95Ut2) - Microsoft Developer
* [Bento JavaScript Learning Track](https://bento.io/topic/javascript) (Bento)
* [Creative Coding for Complete Beginners](https://youtube.com/playlist?list=PLUG_f-krxzVrRCOjGFwOuYj3QarVfPWXK) - Algorithmic Art
* [Cycle.js Fundamentals](https://egghead.io/courses/cycle-js-fundamentals) - André Staltz
* [ES6 and Typescript Tutorial](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhI0V5mE9Vu6Nm-nap8EcjV) - Codevolution, Vishwas Gopinath
* [Functional Programming in JavaScript](https://www.youtube.com/playlist?list=PL0zVEGEvSaeEd9hlmCXrk5yUyqUag-n84) - Mattias Petter Johansson «Fun Fun Function»
* [Gentle Introduction to JavaScript](https://youtube.com/playlist?list=PLErOmyzRKOCpmitTOazq3_p74Y-yTQB6A) - Deborah Kurata
* [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
* [Introduction to ES6+](https://scrimba.com/learn/introtoes6) - Dylan C. Israel (Scrimba)
* [JavaScript Array Methods](https://youtube.com/playlist?list=PLgBH1CvjOA62PBFIDq55-S6Beivje30A2) - Florin Pop
* [JavaScript Coding Challenges](https://youtube.com/playlist?list=PLgBH1CvjOA63ROz8Wqd7RDD0qpvGXF8x5) - Florin Pop
* [Javascript course](https://www.youtube.com/playlist?list=PLRAV69dS1uWSxUIk5o3vQY2-_VKsOpXLD) - Hitesh Choudhary
* [Javascript Essentials](https://www.udemy.com/javascript-essentials/) - Lawrence Turton (Udemy)
* [Javascript Fundamentals](https://www.udemy.com/course/javascriptfundamentals) - Bharath Thippireddy (Udemy)
* [JavaScript Leetcode](https://www.youtube.com/playlist?list=PLRKOqqzwh75hcG_D4xjUgbg_BAF3MLtoh) - Endeavour Monk
* [JavaScript Mini Course 2020](https://www.udemy.com/course/javascript-essentials-mini-course/) - Kalob Taulien (Udemy)
* [JavaScript Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9i9Ae2D9Ee1RvylH38dKuET) - The Net Ninja
* [JavaScript Tutorial for beginners](https://www.youtube.com/watch?v=W6NZfCO5SIk) - Moshfegh Hamedani (Programming with Mosh)
* [JavaScript Tutorial for Beginners - Full Course in 8 Hours [2020]](https://www.youtube.com/watch?v=Qqx_wzMmFeA) - Clever Programmer
* [JavaScript Tutorials](https://www.youtube.com/playlist?list=PLTjRvDozrdlxEIuOBZkMAK5uiqp8rHUax) - Moshfegh Hamedani (Programming with Mosh)
* [Javascript tutorials for beginners](https://www.youtube.com/playlist?list=PLsyeobzWxl7rrvgG7MLNIMSTzVCDZZcT4) - Telusko
* [Javascript30](https://javascript30.com) - Wesbos
* [Learn how to program: JavaScript](https://www.learnhowtoprogram.com/javascript) - Epicodus Inc.
* [Learn JavaScript](https://youtube.com/playlist?list=PLgBH1CvjOA636I8hnHSyuOnX341XQrBth) -  Florin Pop
* [Learn JavaScript - Full Course for Beginners](https://www.youtube.com/watch?v=PkZNo7MFNFg) -  Beau Carnes, freeCodeCamp.org
* [Learn JavaScript for free](https://scrimba.com/learn/learnjavascript) - Per Harald Borgen (Scrimba)
* [Learn modern JavaScript](https://scrimba.com/learn/es6) - Beau Carnes (Scrimba) (Scrimba account *required*)
* [Learn to Program in Javascript: Beginner to Pro](https://www.udemy.com/course/programming-in-javascript) - Raghavendra Dixit (Udemy)
* [learn:query](https://learnquery.infinum.com)
* [Namaste 🙏 JavaScript: An In-Depth JavaScript Fundamentals Course](https://www.youtube.com/playlist?list=PLlasXeu85E9cQ32gLCvAvr9vNaUccPVNP) - Akshay Saini
* [npm - Mastering the Basics](https://www.udemy.com/course/npm-mastering-the-basics/) - Vishwas Gopinath (Udemy)
* [Object-Oriented JavaScript](https://www.udacity.com/course/object-oriented-javascript--ud711) - Richard Kalehoff (Udacity)
* [Offline Web Applications](https://www.udacity.com/course/offline-web-applications--ud899) - Google, Michael Wales (Udacity)
* [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)
* [The 10 Days of JavaScript](https://www.youtube.com/playlist?list=PLpcSpRrAaOaoIqHQddZOdbRrzr5dJtgSs) - Brad Schiff, LearnWebCode
* [Understanding RxJS](https://youtube.com/playlist?list=PL55RiY5tL51pHpagYcrN9ubNLVXF8rGVi) - Academind
* [Vanilla JavaScript](https://www.youtube.com/playlist?list=PLillGF-RfqbbnEGy3ROiLWk7JMCuSyQtX) - Brad Traversy, Traversy Media


#### Angular

* [Angular 12 / 13 tutorial](https://www.youtube.com/playlist?list=PL8p2I9GklV47eNpoo4Fr6fkags72a8F0v) - Code Step By Step
* [Angular 12 Course](https://www.youtube.com/playlist?list=PLjsBk8SIQEi-RqkglLcn19TaeeopcuDXV) - Slobodan Gajic
* [Angular 6 Tutorials](https://www.youtube.com/playlist?list=PLYxzS__5yYQlqCmHqDyW3yo5V79C7eaTe) - codedamn
* [Angular Complete Course Guide](https://youtube.com/playlist?list=PL_euSNU_eLbeAJxvVdJn5lhPWX9IWHhxs) - Leela Web Dev
* [Angular Courses](https://www.youtube.com/playlist?list=PLTjRvDozrdlxAhsPP4ZYtt3G8KbJ449oT) - Moshfegh Hamedani (Programming with Mosh)
* [Angular Crash Course 2021](https://www.youtube.com/watch?v=3dHNOWTI7H8) - Brad Traversy, Traversy Media
* [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
* [Angular Tutorial for Beginners - Web Framework with Typescript Course](https://www.youtube.com/watch?v=AAu8bjj6-UI) - Slobodan Gajic, freeCodeCamp
* [Learn Angular 5 from Scratch](https://www.udemy.com/course/angular-5/) - Gary Simon (Udemy)


##### AngularJS

* [AngularJS Tutorial for Beginners](https://www.youtube.com/watch?v=9b9pLgaSQuI) - Yaakov Chaikin (My Lesson)
* [AngularJS Tutorials](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gsJS5QgFT2IvWIX78dV3_v) - The Net Ninja
* [Egghead.io - AngularJS](https://www.youtube.com/playlist?list=PLP6DbQBkn9ymGQh2qpk9ImLHdSH5T7yw7) - John Lindquist
* [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)*


#### Deno

* [Deno Beginner](https://denobeginner.com) - Ahmad Awais (email address *required*)
* [Deno Course - Better than Node.js?](https://www.youtube.com/watch?v=TQUy8ENesGY) - The Codeholic, freeCodeCamp
* [Deno Jump-start Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gnaJdxuGvEGYQ9iHb8mxsh) - Net Ninja


#### Electron

* [Electron js Tutorials](https://youtube.com/playlist?list=PLC3y8-rFHvwiCJD3WrAFUrIMkGVDE0uqW) - Codevolution


#### jQuery

* [Bento jQuery Track](https://bento.io/topic/jquery) (Bento)
* [Introduction to JQuery](https://www.udacity.com/course/intro-to-jquery--ud245) (Udacity)
* [jQuery Crash Course](https://www.youtube.com/playlist?list=PLillGF-RfqbYJVXBgZ_nA7FTAAEpp_IAc) - Brad Traversy, Traversy Media


#### Next.js

* [Complete Next.js Course For Beginners](https://www.youtube.com/playlist?list=PLynWqC6VC9KOvExUuzhTFsWaxnpP_97BD) - Daily Tuition
* [Master Next JS by Building Real Projects](https://www.youtube.com/playlist?list=PL6QREj8te1P7gixBDSU8JLvQndTEEX3c3) - JavaScript Mastery
* [Mastering Next.js](https://masteringnextjs.com)
* [Next.js for Beginners - Full Course](https://www.youtube.com/watch?v=1WmNXEVia8I) - Kapehe (FreeCodeCamp)
* [Next.js Tutorial for Beginners](https://youtube.com/playlist?list=PLC3y8-rFHvwgC9mj0qv972IO5DmD-H0ZH) - Codevolution


#### NodeJS

* [A Beginner's Guide to Node.js](https://www.udemy.com/course/a-beginners-guide-to-nodejs) - DSC VIT Powered by Google Developers, Md Hishaam Akhtar (Udemy)
* [Beginner's Series to: Node.js](https://youtube.com/playlist?list=PLlrxD0HtieHje-_287YJKhY8tDeSItwtg) - Microsoft Developer
* [Building a RESTful API with Node.js](https://www.youtube.com/playlist?list=PL55RiY5tL51q4D-B63KBnygU6opNPFk_q) - Academind
* [Data brokering with Node.js: Process data at the speed of technology](https://heynode.com) - Osio Labs Inc. *(signup requested, not required)*
* [Express JS Crash Course](https://www.youtube.com/watch?v=L72fhGm1tfE) - Brad Traversy, Traversy Media
* [ExpressJS Fundamentals](https://www.udemy.com/course/expressjs-fundamentals/) - Patrick Schroeder (Udemy)
* [Node and Express Tutorial](https://www.youtube.com/watch?v=TNV0_7QRDwY) - John Smilga, Coding Addict
* [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
* [Node.js Crash Course Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9jsz4LDYc6kv3ymONOKxwBU) - The Net Ninja
* [Node.js Full Course for Beginners \| Complete All-in-One Tutorial \| 7 Hours](https://www.youtube.com/watch?v=f2EqECiTBL8) - Dave Gray
* [Node.js Introductory Course for Absolute Beginners](https://www.udemy.com/course/nodejs-introductory-course-for-absolute-beginners) - Nodejs Academy (Udemy)
* [Node.js Tutorial for Beginners](https://www.youtube.com/playlist?list=PLsyeobzWxl7occsESx2X1E2R2Uw5wCoeG) - Telusko
* [Node.js Tutorial for Beginners: Learn Node in 1 Hour](https://www.youtube.com/watch?v=TlB_eWDSMt4) - Moshfegh Hamedani (Programming with Mosh)


#### React

* [Complete React course for beginner](https://youtube.com/playlist?list=PLRAV69dS1uWQos1M1xP6LWN6C-lZvpkmq) - Hitesh Choudhary
* [Frontend Armory: React Fundamentals](https://frontarm.com/courses/react-fundamentals/) - James K. Nelson
* [Full Modern React Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gZD-Tvwfod2gaISzfRiP9d) - The Net Ninja (with practical)
* [Full-Stack Web Development with React Specialization](https://www.coursera.org/specializations/full-stack-react) - Jogesh K. Muppala (Coursera)
* [Full Stack with React and Appwrite](https://egghead.io/playlists/full-stack-with-react-and-appwrite-e1e46f61) - Colby Fayock (Egghead.io)
* [Learn React + Redux](https://www.sololearn.com/learning/1097) - *registration required*
* [Learn React for Free](https://scrimba.com/learn/learnreact) - Bob Ziroll (scrimba)
* [Learn ReactJS](https://www.codecademy.com/learn/react-101) - Codecademy
* [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 Context & Hooks Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9hNokByJilPg5g9m2APUePI) - The Net Ninja
* [React Crash Course 2020](https://www.youtube.com/watch?v=4UZrsTqkcW4) - freecodecamp
* [React Hooks](https://www.youtube.com/playlist?list=PLZlA0Gpn_vH8EtggFGERCwMY5u5hOjf-h) - WebDevSimplified
* [React JS Tutorial - Basic to Advance (2023)](https://www.youtube.com/watch?v=cd3P3yXyx30) - Nerd's lesson
* [React Patterns for web apps](https://www.patterns.dev/book/) - Lydia Hallie, Addy Osmani
* [React Router 6 – Tutorial for Beginners](https://www.youtube.com/watch?v=59IXY5IDrBA) - John Smilga (freeCodeCamp)
* [React State Management using Context API (useContext + useReducer Hooks = Magic)](https://www.youtube.com/watch?v=zxP4oGejqpU) - The Full Stack Junkie
* [React Testing Library Crash Course](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gm4_-5UsNmLqMosM-dzuvQ) - The Net Ninja
* [React Tutorials](https://www.youtube.com/playlist?list=PLWKjhJtqVAbkArDMazoARtNz1aMwNWmvC) - freeCodeCamp
* [ReactJS - Tutorial for Beginners](https://www.youtube.com/watch?v=Ke90Tje7VS0) - Mosh Hamedani (Programming with Mosh)
* [ReactJS Basics](https://www.youtube.com/playlist?list=PLe30vg_FG4OSw8SIcLVci-jB_-W1ZkLYp) - Bitfumes
* [ReactJS Course For Beginners 2022](https://www.youtube.com/playlist?list=PLpPqplz6dKxW5ZfERUPoYTtNUNvrEebAR) - PedroTech
* [ReactJS Frontend Web Development For Beginners](https://www.udemy.com/course/react-tutorial/) - Ryan Dhungel (Udemy)
* [ReactJS Full Course for Beginners \| Complete All-in-One Tutorial \| 9 Hours](https://www.youtube.com/watch?v=RVFAyFWO4go) - Dave Gray
* [ReactJS Tutorial for Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3) - Codevolution
* [ReactJS Tutorials](https://www.geeksforgeeks.org/reactjs-tutorials) - GeeksforGeeks
* [Start Using React to Build Web Applications](https://egghead.io/courses/react-fundamentals) - Joe Maddalone
* [The Beginner's Guide to React](https://egghead.io/courses/the-beginner-s-guide-to-react) - Kent C. Dodds


#### React Native

* [CS50's Mobile App Development with React Native](https://www.edx.org/course/cs50s-mobile-app-development-with-react-native) - edX
* [Introduction to React Native](https://fullstackopen.com/en/part10/introduction_to_react_native) - Full Stack Open
* [React Native for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9ixPU-QkScoRBVxtPPzVjrQ) - The Net Ninja
* [React Native Tutorial (2021)](https://youtube.com/playlist?list=PL8kfZyp--gEXs4YsSLtB3KqDtdOFHMjWZ) - Programming with Mash, MAhdi SHarifimehr
* [React Tutorial for Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3) - codevolution


#### Redux

* [Getting Started with Redux](https://egghead.io/courses/fundamentals-of-redux-course-from-dan-abramov-bd5cc867)
* [Learn Redux](https://learnredux.com) - Wes Bos (email address *requested*)
* [Redux Toolkit Tutorial](https://youtube.com/playlist?list=PLC3y8-rFHvwiaOAuTtVXittwybYIorRB3) - Codevolution
* [Redux Tutorial- Learn Redux from Scratch](https://www.youtube.com/watch?v=poQXNp9ItL4) - Mosh Hamedani


#### Svelte

* [Beginner SvelteKit](https://www.youtube.com/playlist?list=PLtgYhHmUIr3qDB2eTzY-nuBH1W5tOK8a4) - Steph Dietz
* [Learn How To Build Modern Web Apps With SvelteKit](https://www.youtube.com/watch?v=MoGkX4RvZ38) - Joy of Code
* [Learn Svelte](https://www.youtube.com/playlist?list=PLA9WiRZ-IS_ylnMYxIFCsZN6xVVSvLuHk) - Joy of Code
* [Learn Svelte Full Course](https://www.youtube.com/watch?v=UGBJHYpHPvA) - Lihau Tan, freeCodeCamp
* [Learn the Svelte JavaScript Framework](https://www.youtube.com/watch?v=ujbE0mzX-CU) - Noah Glaser, freeCodeCamp
* [Svelte Crash Course](https://www.youtube.com/watch?v=3TVy6GdtNuQ) - Traversy Media
* [Svelte Tutorial](https://www.youtube.com/watch?v=vhGiGqZ78Rs) - Beau Carnes, freeCodeCamp
* [Svelte Tutorial for Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwiYZOsc2D8AO1MYwLjZQrKx) - Codevolution
* [Svelte Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9hlbrVO_2QFVqVPhlZmz7tO) - The Net Ninja
* [SvelteKit For Beginners](https://www.youtube.com/playlist?list=PLA9WiRZ-IS_zXZZyW4qfj0akvOAtk6MFS) - Joy of Code
* [SvelteKit Tutorial](https://www.youtube.com/playlist?list=PLC3y8-rFHvwjifDNQYYWI6i06D7PjF0Ua) - Codevolution
* [SvelteKit Tutorial (Crash Course)](https://www.youtube.com/playlist?list=PL4cUxeGkcC9hpM9ARM59Ve3jqcb54dqiP) - The Net Ninja


#### Three.js

* [Three.js Tutorial Crash Course](https://www.youtube.com/watch?v=YK1Sw_hnm58) - Chris Courses


### TypeScript

* [Beginner's Typescript](https://www.totaltypescript.com/tutorials/beginners-typescript) - Matt Pocock
* [ES6 and Typescript Tutorial](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhI0V5mE9Vu6Nm-nap8EcjV) - Codevolution, Vishwas Gopinath
* [Introduction to TypeScript](https://www.udemy.com/typescript/) - Daniel Stern (Udemy)
* [Learn TypeScript](https://www.codecademy.com/learn/learn-typescript) - (CodeAcademy)
* [TypeScript Course for Beginners- Learn TypeScript from Scratch!](https://www.youtube.com/watch?v=BwuLxPH8IDs) - Academind
* [TypeScript Fast Crash Course](https://www.udemy.com/typescript-fast-crash-course/) - Edwin Diaz, Coding Faculty Solutions (Udemy)
* [TypeScript Tutorial for Beginners - 2022](https://www.youtube.com/watch?v=d56mG7DezGs) - Programming with Mosh


#### Vue.js

* [Full Stack Vue.js, Express & MongoDB](https://www.youtube.com/playlist?list=PLillGF-RfqbYSx-Ab1xWVanGKtowTsnNm) - Traversy Media
* [Get Started with Nuxt](https://explorers.netlify.com/learn/get-started-with-nuxt) - Debbie O'Brien (Netlify)
* [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)
* [Learn Vue 3 step by step](https://laracasts.com/series/learn-vue-3-step-by-step) - Jeffrey Way
* [Nuxt.js Fundamentals](https://vueschool.io/courses/nuxtjs-fundamentals)
* [Vue JS 3 Tutorial for Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgeQIfSDtEGVvvSEPDkL_1f) - Vishwas Gopinath (Codevolution)
* [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)
* [Vue.js Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9hYYGbV60Vq3IXYNfDk8At1) - The Net Ninja
* [Vue.js Tutorial for Beginners](https://www.youtube.com/playlist?list=PL8p2I9GklV47GZrhYwnnStpx_B5GqL1Aq) - Code Step By Step
* [Vuex for Everyone](https://vueschool.io/courses/vuex-for-everyone)


#### Webpack

* [Learn Webpack Course](https://www.classcentral.com/course/youtube-learn-webpack-course-45823/classroom) - Colt Steele


### Julia

* [Decision Making Under Uncertainty using POMDPs.jl](https://www.youtube.com/playlist?list=PLP8iPy9hna6QPqk4N8eBk0oXzLrLbOtTA) - The Julia Programming Language
* [GeoStats.jl Tutorials](https://www.youtube.com/playlist?list=PLsH4hc788Z1f1e61DN3EV9AhDlpbhhanw) - Julio Hoffimann
* [Introduction to DataFrames.jl](https://juliaacademy.com/p/introduction-to-dataframes-jl) - Bogumił Kamiński (JuliaAcademy)
* [Julia Tutorials (Basic)](https://www.youtube.com/playlist?list=PLP8iPy9hna6SCcFv3FvY_qjAmtTsNYHQE) - The Julia Programming Language


### Kotlin

* [Advanced Android with Kotlin](https://www.udacity.com/course/advanced-android-with-kotlin--ud940) (Udacity)
* [Android Kotlin Tutorial: Create Android Apps using Kotlin](https://www.youtube.com/playlist?list=PLlxmoA0rQ-Lw5k_QCqVl3rsoJOnb_00UV) - Sriyank Siddhartha
* [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)
* [Kotlin Bootcamp for Programmers](https://developer.android.com/courses/kotlin-bootcamp/overview) - Developer Android (Google)
* [Kotlin Course - Tutorial for Beginners](https://www.youtube.com/watch?v=F9UC9DY-vIU) - Nate Ebel, freeCodeCamp
* [Kotlin for Java Developers](https://www.coursera.org/learn/kotlin-for-java-developers) - Svetlana Isakova, Andrey Breslav (Coursera)
* [Kotlin Newbie To Pro](https://www.youtube.com/playlist?list=PLQkwcJG4YTCRSQikwhtoApYs9ij_Hc5Z9) - Philipp Lackner
* [Kotlin Tutorial](https://www.youtube.com/playlist?list=PLsyeobzWxl7rooJFZhc3qPLwVROovGCfh) - Telusko
* [Kotlin Tutorial for Beginners: Basics and Fundamentals for Android](https://www.youtube.com/playlist?list=PLlxmoA0rQ-LwgK1JsnMsakYNACYGa1cjR) - Smartherd
* [One hour Kotlin guide for beginners](https://www.udemy.com/course/one-hour-kotlin-guide-for-beginners) - Tutlets Kkang (Udemy)
* [Track: Kotlin Basics](https://hyperskill.org/tracks/18) - Hyperskill, JetBrains (Hyperskill)


### Kubernetes

* [Fundamentals of Containers, Kubernetes, and Red Hat OpenShift](https://www.edx.org/course/fundamentals-of-containers-kubernetes-and-red-hat) - Zach Gutterman, Richard Allred (edX)
* [Kubernetes Core Concepts](https://kube.academy/paths/kubernetes-core-concepts) - KubeAcademy (VMware)
* [Kubernetes Course](https://www.youtube.com/watch?v=d6WC5n9G_sM) - Bogdan Stashchuk (FreeCoodeCamp)
* [Kubernetes Full Course in 7 Hours](https://www.youtube.com/watch?v=0j-iIW3_sbg) - Edureka
* [Kubernetes Tutorial for Beginners](https://www.youtube.com/playlist?list=PLy7NrYWoggjziYQIDorlXjTvvwweTYoNC) - TechWorld with Nana


### Linux

* [Fundamentals of Red Hat Enterprise Linux](https://www.edx.org/course/fundamentals-of-red-hat-enterprise-linux) - Chris Caillouet (edX)
* [IIEC RISE 1.0 RHCSA8 and Python3](https://www.youtube.com/playlist?list=PLAi9X1uG6jZ2b1mUmrUcc_aEoc8tfss8e) - Vimal Daga
* [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 Command Line Tutorial For Beginners](https://www.youtube.com/playlist?list=PLS1QulWo1RIb9WVQGJ_vh-RQusbZgO_As) - Programming Knowledge
* [Linux Tutorial for Beginners - Learn Linux and the Bash Command Line](https://ryanstutorials.net/linuxtutorial) - Ryan Chadwick
* [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](https://web.archive.org/web/20201111225216/luatut.com/crash_course.html)
* [Lua Tutorial](https://www.youtube.com/watch?v=iMacxZQMPXs) - Derek Banas


### Machine Learning

* [AWS Machine Learning Foundations Course](https://www.udacity.com/course/aws-machine-learning-foundations--ud065) - AWS (Udacity)
* [Caltech's Learning From data](https://work.caltech.edu/telecourse.html)
* [Complete Machine Learning Bootcamp](https://youtube.com/playlist?list=PLyzHIYrZBplo3K0dNUqppd2ynnoZPD6N1) - Code for Cause
* [Complete Machine Learning in Python playlist](https://www.youtube.com/playlist?list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe) - Krish Naik
* [Deep Learning Fundamentals](https://cognitiveclass.ai/courses/introduction-deep-learning) - DeepLearning.TV (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)
* [Intro to Machine Learning using Microsoft Azure](https://www.udacity.com/course/introduction-to-machine-learning-using-microsoft-azure--ud00333) - Microsoft (Udacity)
* [Intro to Self-Driving Cars Nanodegree](https://www.udacity.com/course/intro-to-self-driving-cars--nd113) - Cezanne Camacho, Andrew Paster, Anthony Navarro, Tarin Ziyaee, et al. (Udacity)
* [Introduction to Machine Learning](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/about) - MIT Open Learning Library
* [Machine Learning](https://www.sololearn.com/Course/machine-learning) (SoloLearn) *(account required)*
* [Machine Learning](https://youtube.com/playlist?list=PL7T06JEc5PF5Vuz1U7lEEaFPOExDbKVEh) - Nerd's Lesson
* [Machine Learning](https://youtube.com/playlist?list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF) - StatQuest with Josh Starmer
* [Machine Learning — Andrew Ng, Stanford University](https://youtube.com/playlist?list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN) - Andrew Ng
* [Machine Learning Recipes with Josh Gordon](https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal)
* [Machine Learning Specialization](https://www.coursera.org/specializations/machine-learning-introduction) - Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig (Coursera)
* [Machine Learning Tutorial in Python](https://youtube.com/playlist?list=PL9ooVrP1hQOHUfd-g8GUpKI3hHOwM_9Dn) - edureka!
* [Machine Learning Tutorial Python \| Machine Learning For Beginners](https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw) - Dhaval Patel
* [Machine Learning with Python](https://cognitiveclass.ai/courses/machine-learning-with-python) - Saeed Aghabozorgi (cognitiveclass.ai)
* [Machine Learning with Python: Zero to GBMs](https://jovian.ai/learn/machine-learning-with-python-zero-to-gbms) (Jovian)
* [Made with ML](https://madewithml.com) - Goku Mohandas (Applied ML · MLOps · Production)
* [Mathematics for Machine Learning - Linear Algebra](https://www.youtube.com/playlist?list=PLiiljHvN6z1_o1ztXTKWPrShrMrBLo5P3) - Imperial College London, Dr David Dye, Dr Sam Cooper
* [Mathematics for Machine Learning - Multivariate Calclus](https://www.youtube.com/playlist?list=PLiiljHvN6z193BBzS0Ln8NnqQmzimTW23) - Imperial College London, Dr David Dye, Dr Sam Cooper
* [Pattern Recognition and Machine Learning](https://www.microsoft.com/en-us/research/people/cmbishop/#!prml-book)
* [PyTorch tutorials](https://pytorch.org/tutorials) - PyTorch.org
* [Stanford SEE 229 - Machine Learning](https://see.stanford.edu/Course/CS229)
* [Stanford University Machine Learning](https://www.coursera.org/learn/machine-learning)
* [Statistics for Applications](https://ocw.mit.edu/courses/18-650-statistics-for-applications-fall-2016/) - MIT OpenCourseWare
* [Understand Machine Learning Engineering by Building Projects](https://github.com/alexeygrigorev/mlbookcamp-code/tree/master/course-zoomcamp) - Alexey Grigorev


### Markdown

* [Communicating using Markdown](https://lab.github.com/githubtraining/communicating-using-markdown) - GitHub Learning Lab *(GitHub account or email address required)*
* [MasteringMarkdown](https://masteringmarkdown.com) - Wesbos


### MATLAB

* [Data Processing and Feature Engineering with MATLAB](https://www.coursera.org/learn/feature-engineering-matlab) (coursera)
* [Image Processing Using Matlab](https://youtube.com/playlist?list=PLEo-jHOqGNyUWoCSD3l3V-FjX9PnHvx5n) - Rashi Agarwal
* [Introduction to Matlab in English](https://www.youtube.com/playlist?list=PLGED90Y_uL1KLpdRmVtwfpNoYCWU9RPkK) - Mohammed Mohammed
* [MATLAB for Data Processing and Visualization](https://matlabacademy.mathworks.com/details/matlab-for-data-processing-and-visualization/mlvi) - Renee Bach
* [MATLAB Fundamentals](https://matlabacademy.mathworks.com/details/matlab-fundamentals/mlbe) - Erin Byrne
* [MATLAB Onramp](https://matlabacademy.mathworks.com/details/matlab-onramp/gettingstarted) - Renee Bach
* [MATLAB Programming for Numerical Computation NPTEL](https://www.youtube.com/playlist?list=PLRWKj4sFG7-6_Xr9yqg6SMr_F80KdFVhN) - Niket Kaisare NPTEL
* [MATLAB Programming Techniques](https://matlabacademy.mathworks.com/details/matlab-programming-techniques/mlpr) - Matt Tearle
* [MIT 18.S997 Introduction to MATLAB Programming](http://ocw.mit.edu/courses/mathematics/18-s997-introduction-to-matlab-programming-fall-2011/)


#### Simulink

* [Circuit Simulation Onramp](https://matlabacademy.mathworks.com/details/circuit-simulation-onramp/circuits) - Alisha Schor
* [Simulink Fundamentals](https://matlabacademy.mathworks.com/details/simulink-fundamentals/slbe) - Alisha Schor, Zhi Wang
* [Simulink Onramp](https://matlabacademy.mathworks.com/details/simulink-onramp/simulink) - Alisha Schor


### Misc

* [Advanced Adobe XD (Web Design)](https://webdesign.tutsplus.com/courses/advanced-adobe-xd-for-everyone) - Adi Purdila
* [Computer Graphics](http://nptel.ac.in/courses/106106090/)
* [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 Quantum Computing and Quantum Hardware](https://qiskit.org/learn/intro-qc-qh) - Qiskit
* [Introduction to Reinforcement Learning with David Silver](https://deepmind.com/learning-resources/-introduction-reinforcement-learning-david-silver) - David Silver
* [MIT Numerical Methods (2014)](http://www.iitg.ernet.in/kartha/CE601-14/CourseSchedule.htm)
* [The Art of Code - Dylan Beattie](https://www.youtube.com/watch?v=6avJHaC3C2U) - Dylan Beattie


### .NET

> :information_source: See also &#8230; [C#](#csharp)

### Networking

* [CompTIA N10-008 Network+ Training Course](https://www.youtube.com/playlist?list=PLG49S3nxzAnlCJiCrOYuRYb6cne864a7G) - Professor Messer
* [Computer Networking: A Top-Down Approach 8th edition](http://gaia.cs.umass.edu/kurose_ross/online_lectures.htm) - Jim Kurose, Keith Ross
* [Computer Networking Course](https://www.youtube.com/watch?v=qiQR5rTSshw) - Brian Farrell (FreeCodeCamp.org)
* [Computer Networking Full Course - OSI Model Deep Dive with Real Life Examples](https://www.youtube.com/watch?v=IPvYjXCsTg8) - Kunal Kushwaha
* [Computer Networks 5e](https://media.pearsoncmg.com/ph/streaming/esm/tanenbaum5e_videonotes/tanenbaum_videoNotes.html) - Andrew Tanenbaum, David Wetherall (Pearson)


### Objective-C

* [Objective-C for Swift Developers](https://www.udacity.com/course/objective-c-for-swift-developers--ud1009) - Gabrielle Miller-Messner (Udacity)


### 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)


### Operating Systems

* [Berkeley's CS 162: Operating Systems and Systems Programming](https://www.youtube.com/watch?v=feAOZuID1HM)
* [Berkeley's CS 194: What is an Operating System?](http://www.infocobuild.com/education/audio-video-courses/computer-science/cs194-spring2013-berkeley.html)
* [MIT 6.S081: Operating System Engineering(Fall 2020)](https://pdos.csail.mit.edu/6.S081/2020/schedule.html) - Frans Kaashoek, Robert Morris
* [Operating System](https://www.youtube.com/playlist?list=PLBlnK6fEyqRiVhbXDGLXDk_OQAeuVcp2O) - Neso Academy
* [Operating Systems](https://www.youtube.com/playlist?list=PLdo5W4Nhv31a5ucW_S1K3-x6ztBRD-PNa) - Jenny's Lectures CS IT


### Perl

* [Perl Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpqRBcStwV0NwMA3nXMh5GC)
* [Perl Tutorial: Basics to Advanced](https://youtube.com/playlist?list=PL1h5a0eaDD3rTG1U7w9wmff6ZAKDN3b16) - VLSI Academy


### Pharo

* [The Pharo MOOC](https://mooc.pharo.org) - Damien Cassou, Stéphane Ducasse, Luc Fabresse


### PHP

* [Laravel 5.8 Tutorial From Scratch](https://www.youtube.com/playlist?list=PLpzy7FIRqpGD0kxI48v8QEVVZd744Phi4) - Coder's Tape (2019)
* [Laravel From Scratch 2022 \| 4+ Hour Course](https://www.youtube.com/watch?v=MYyJ4PuL4pY) - Traversy Media
* [Learn how to program: PHP](https://www.learnhowtoprogram.com/php) - Epicodus Inc.
* [Learn PHP](https://www.sololearn.com/learning/1059) - *registration required*
* [Learn PHP The Right Way - Full PHP Tutorial for Beginners & Advanced](https://youtube.com/playlist?list=PLr3d3QYzkw2xabQRUpcZ_IBk9W50M9pe-) - Program With Gio
* [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)*
* [Object-Oriented PHP For Beginners](https://www.youtube.com/playlist?list=PLFHz2csJcgk-7hgKrjUa_IP5YCLE4vJhV) - Dary Nazar (Code with Dary)
* [Object Oriented PHP Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9hNpT-yVAYxNWOmxjxL51Hy) - Shaun Pelling (The Net Ninja)
* [PHP (\& MySQL) Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gksOX3Kd9KPo-O68ncT05o) - Shaun Pelling (The Net Ninja)
* [PHP & MySQL Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWrjkpK2zD4TWKWMWVfeYK-b) - The Bad Tutorials (2015)
* [PHP Basics](https://www.youtube.com/playlist?list=PLfdtiltiRHWHjTPiFDRdTOPtSyYfz3iLW ) - Codecourse
* [PHP Courses for Beginner](https://www.learn-php.org) - Learn-PHP.org
* [PHP for beginners](https://www.youtube.com/playlist?list=PLFHz2csJcgk_fFEWydZJLiXpc9nB1qfpi) - Dary Nazar (Code with Dary)
* [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 tutorial for beginners](https://www.youtube.com/playlist?list=PLZPZq0r_RZOO6bGTY9jbLOyF_x6tgwcuB) - Bro Code
* [PHP Tutorials](https://www.youtube.com/playlist?list=PL0eyrZgxdwhwBToawjm9faF1ixePexft-) - Dani Krossing
* [Use PHP to Create an MVC Framework - Full Course](https://www.youtube.com/watch?v=6ERdu4k62wI) - Zura Sekhniashvili (freeCodeCamp.org)


### PLC - Programmable logic controllers

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


### 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)
* [Automate with Python - Full course for Beginners](https://www.youtube.com/watch?v=PXMJ6FS7llk) - FreeCodeCamp
* [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)
* [CS50's Introduction to Programming Using Python](https://cs50.harvard.edu/python/) - David J. Malan (Harvard OpenCourseWare and edX)
* [Data Structures And Algorithms In Python](https://www.youtube.com/playlist?list=PLrk5tgtnMN6TYBW0-U4YhIRyYEVpqVEnJ) - Coding Ninjas
* [Django Wednesdays](https://www.youtube.com/playlist?list=PLCC34OHNcOtqW9BJmgQPPzUpJ8hl49AGy) - Codemy.com
* [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 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 Python Programming](https://www.udemy.com/course/pythonforbeginnersintro/) - Avinash Jain, The Codex (Udemy)
* [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 For Free](https://scrimba.com/learn/python) - Olof Paulson (Scrimba)
* [Learn Python From Scratch](https://www.udemy.com/learn-python-from-scratch-w/) - MD. Hasanur Rahaman Hasib (Udemy)
* [Learn Python Programming](https://www.programiz.com/python-programming) - Programiz
* [Learn Python Programming - Python Course](https://www.youtube.com/watch?v=f79MRyMsjrQ) - Programming With Mosh
* [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: An Immersive Python Course](https://practical.learnpython.dev) - Nina Zakharenko
* [Practical Python Programming](https://dabeaz-course.github.io/practical-python/) - David Beazley
* [Problem Solving, Python Programming, and Video Games](https://www.coursera.org/learn/problem-solving-programming-video-games) - Duane Szafron, Paul Lu (Coursera)
* [Programming, Data Structures And Algorithms Using Python](https://nptel.ac.in/courses/106/106/106106145/) - Prof. Madhavan Mukund (NPTEL)
* [Programming Foundations with Python](https://www.udacity.com/course/programming-foundations-with-python--ud036) (Udacity)
* [Python 101 – Introduction to Programming](https://www.tutorialspoint.com/python_101_andndash_introduction_to_programming/index.asp) - Zenva (Tutorials Point)
* [Python 3](https://www.sololearn.com/Course/Python/) (SoloLearn)
* [Python 3 Programming Tutorials for Beginners](https://youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0) - Codebasics
* [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 Beginners (Full Course)](https://www.youtube.com/playlist?list=PLsyeobzWxl7poL9JTVyndKe62ieoN-MZ3) - Telusko
* [Python for Data Science, AI & Development](https://www.coursera.org/learn/python-for-applied-data-science-ai) - Joseph Santarcangelo (Coursera)
* [Python for Everybody](https://www.py4e.com/lessons) (Coursera Reading Materials with YouTube Videos)
* [Python for OSINT. 21 day course for beginners](https://github.com/cipher387/python-for-OSINT-21-days/raw/main/Python%20for%20OSINT.%2021%20day%20course%20for%20beginners.pdf) - cyb_detective (PDF)
* [Python from Scratch](https://open.cs.uwaterloo.ca/python-from-scratch/) - Centre for Education in Math and Computing (University of Waterloo)
* [Python GUI's With TKinter](https://youtube.com/playlist?list=PLCC34OHNcOtoC6GglhF3ncJ5rLwQrLGnV) - Codemy.com
* [Python in 80 minutes](https://www.udemy.com/course/learn-python-in-80-minutes/) - Muhammed Ali Dilek (Udemy)
* [Python Learn Course](https://www.kaggle.com/learn/python) - Colin Morris (Kaggle)
* [Python OOP : Object Oriented Programming in Python](https://www.udemy.com/course/object-oriented-python-programming/) - Deepali Srivastava (Udemy)
* [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 From Scratch With Practicals](https://www.tutorialspoint.com/python_programming_from_scratch_with_practicals/index.asp) - Sundeep Saradhi Kanthety (Tutorials Point)
* [Python Programming Language](https://www.geeksforgeeks.org/python-programming-language/) (Geeks for Geeks)
* [Python Programming MOOC 2022](https://programming-22.mooc.fi) - University of Helsinki
* [Python Programming Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpX_byHyTEj9hecPngl2DqR)
* [Python Programming Tutorials](https://www.youtube.com/playlist?list=PLzMcBGfZo4-mFu00qxl0a67RhjjZj3jXm) - Tech With Tim
* [Python Tutorial - Python for Beginners [Full Course]](https://www.youtube.com/watch?v=_uQrJ0TkZlc) - Moshfegh Hamedani (Programming with Mosh)
* [Python tutorial for beginners](https://www.youtube.com/playlist?list=PLK8cqdr55Tss0puRoHDBagvj7Qjin9axl) - ProgrammingWithHarry
* [Python Tutorial for Beginners - Learn Python in 5 Hours \[FULL COURSE\]](https://www.youtube.com/watch?v=t8pPdKYpowI) - Nana Janashia (TechWorld with Nana)
* [Python Tutorial For Beginners (With Notes)](https://www.youtube.com/watch?v=EyEqWFvLDT8) - ProgrammingWithHarry
* [Python Tutorials](https://www.youtube.com/playlist?list=PLTjRvDozrdlxj5wgH4qkvwSOdHLOCx10f) - Programming with Mosh
* [Python Tutorials](https://www.youtube.com/playlist?list=PL-osiE80TeTt2d9bfVyTiXJA-UTHn6WwU) - Corey Schafer
* [Python Tutorials](https://youtube.com/playlist?list=PLWKjhJtqVAbnqBxcdjVGgT3uVR10bzTEB) - freeCodeCamp.org
* [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 3.0 Crash Course Tutorials \| Customer Management App](https://www.youtube.com/playlist?list=PL-51WBLyFTg2vW-_6XBoUpE7vpmoR3ztO) - Dennis Ivy
* [Django for Everybody](https://www.dj4e.com) - Charles R. Severence
* [Django Tutorial for Beginners](https://www.youtube.com/playlist?list=PLsyeobzWxl7r2ukVgTqIQcl-1T0C2mzau) - Navin Reddy
* [Django tutorial for Beginners](https://www.youtube.com/playlist?list=PLK8cqdr55Tsv-D2HMdrnD32oOVBNvmxjr) - ProgrammingWithHarry
* [Django Tutorial for Beginners (2021)](https://www.youtube.com/watch?v=rHux0gMZ3Eg) - Moshfegh Hamedani (Programming with Mosh)
* [Django Tutorials](https://www.youtube.com/playlist?list=PL-osiE80TeTtoQCKZ03TU5fNfx2UY6U4p) - Corey Schafer
* [Django Tutorials for Beginners](https://www.youtube.com/playlist?list=PLK8cqdr55Tsv-D2HMdrnD32oOVBNvmxjr) - Programming With Harry(English)
* [Django Wedensdays](https://www.youtube.com/playlist?list=PLCC34OHNcOtqW9BJmgQPPzUpJ8hl49AGy) - Codemy.com
* [Python Django Tutorial 2018 for Beginners](https://www.youtube.com/playlist?list=PL-J2q3Ga50oOpni_xS2PPUe4mf9lM96dD) - Clever Programmer
* [Python Django Tutorial 2021](https://www.youtube.com/playlist?list=PL-51WBLyFTg1pUMaTJ4WSgnyvWfLGmwDm) - Dennis Ivy
* [Try Django 3.2 - Python Web Development Tutorial Series](https://www.youtube.com/playlist?list=PLEsfXFp6DpzRMby_cSoWTFw8zaMdTEXgL) - Justin Mitchel, CodingEntrepreneurs


#### Flask

* [Flask Fridays](https://www.youtube.com/playlist?list=PLCC34OHNcOtolz2Vd9ZSeSXWc8Bq23yEz) - Codemy.com
* [Flask Tutorials](https://www.youtube.com/playlist?list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH) - Corey Schafer
* [Flask Tutorials](https://www.youtube.com/playlist?list=PLzMcBGfZo4-n4vJJybUVV3Un_NFS5EOgX) - Tech with Tim


#### Jupyter

* [Jupyter Tutorials](https://youtube.com/playlist?list=PL1m-6MPBNAZfF-El7BzqaOrCrTBRgH1Nk) - Emyrrich


### QB64

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


### R

* [R Basics - R Programming Language Introduction](https://www.udemy.com/course/r-basics/) - R-Tutorials Training (Udemy)
* [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!


### Redis

* [Learning Redis Tutorial](https://www.youtube.com/playlist?list=PLTgRMOcmRb3Mt3iBO2eosx5vXHeaM92TG) - Packt Video
* [Redis Beginner Tutorials](https://www.youtube.com/playlist?list=PLhW3qG5bs-L8n1fsiT8z_VnDhnUk4vaVq) - Automation Step by Step
* [Redis CLI Course](https://www.youtube.com/playlist?list=PLhfxuQVMs-nw6wu3HaD4YcO6wlF0AXMkp) - Daily Code Buffer
* [Redis Crash Course](https://www.youtube.com/playlist?list=PLoAsubXIl8uKqhvGFeH8g_gzHPwyFoVJQ) - CodeWithTim
* [Redis Data Types](https://www.youtube.com/playlist?list=PL83Wfqi-zYZEnzA9nguVbC-USbBIlRG0y) - Redis
* [Redis Stack](https://www.youtube.com/playlist?list=PL83Wfqi-zYZFIQyTMUU6X7rPW2kVV-Ppb) - Redis
* [Redis Tutorial for Beginners](https://www.youtube.com/playlist?list=PLS1QulWo1RIYZZxQdap7Sd0ARKFI-XVsd) - ProgrammingKnowledge


### Robotics

* [Free Robotics Course For School Students Certified Course By Coding Blocks Junior](https://youtube.com/playlist?list=PLhLbJ9UoJCvtlCNamtuDay41AG0JhQBKU) - CodingBlocks Junior
* [Introduction to RTOS](https://www.youtube.com/playlist?list=PLEBQazB0HUyQ4hAPU1cJED6t3DU0h34bz) - Shawn Hymel, Digi-Key
* [Robotics 1](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) - A. De Luca


### Ruby

* [An Introduction to Ruby Programming Language](https://www.researchgate.net/publication/322222154_An_Introduction_to_Ruby_Programming_Language) - Ali Tourani (HTML, PDF)
* [Full Stack Ruby on Rails](https://www.theodinproject.com/paths/full-stack-ruby-on-rails) - The Odin Project
* [Learn Rails: Quickly Code, Style and Launch 4 Web Apps](https://www.udemy.com/course/learn-rails) - Adam Eubanks (Udemy)
* [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 on Rails a Beginners Guide](https://www.udemy.com/course/ruby-on-rails-a-beginners-guide-free) - Stephen Chesnowitz (Udemy)
* [Ruby Programming Language - Full Course](https://www.youtube.com/watch?v=t_ispmWmdjY) - Mike Dane (freeCodeCamp.org)
* [Ruby Tutorial](https://www.w3resource.com/ruby/)


### Rust

* [Intro to Rust](https://www.youtube.com/playlist?list=PLJbE2Yu2zumDF6BX6_RdPisRVHgzV02NW) - Tensor Programming
* [Learn Rust from scratch](https://www.educative.io/courses/learn-rust-from-scratch) - Educative.io
* [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 for Beginners](https://www.youtube.com/playlist?list=PLlrxD0HtieHjbTjrchBwOVks_sr8EVW1x) - Microsoft Developer
* [Rust Programming Tutorial](https://www.youtube.com/playlist?list=PLzMcBGfZo4-nyLTlSRBvo0zjSnCnqjHYQ) - Tech With Tim
* [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
* [Take your first steps with Rust](https://learn.microsoft.com/en-us/training/paths/rust-first-steps/) - Microsoft.com


### Spark

* [Learn Spark](https://www.udacity.com/course/learn-spark-at-udacity--ud2002) -  David Drummond, Judit Lantos (Udacity)
* [Spark Tutorial \| Spark Tutorial for Beginners \| Apache Spark Full Course - Learn Apache Spark 2020](https://www.youtube.com/watch?v=zC9cnh8rJd0) Great Learning


### Scala

* [Functional Programming in Scala Specialization](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
* [Ethical Hacking - Basics (Kali 2021)](https://www.udemy.com/course/ethical-hacking-basics-kali-20211) - Arthur Salmon (Udemy)
* [Ethical Hacking - SQL Injection Attack](https://www.udemy.com/course/sql-injection-ethical-hacking) - Sunil K. Gupta, Knowledge Aacademy (Udemy)
* [Ethical Hacking for beginners: Beginner to Advance](https://www.udemy.com/course/ethical-hacking-for-beginners-beginner-to-advance) - PaceIT Academy (Udemy)
* [Ethical Hacking from Scratch - The Complete Course](https://www.udemy.com/course/ethical-hacking-by-digiflax) - DIGIFLAX E-LEARNING (Udemy)
* [Ethical Hacking Kali Linux Command Line (CLI) Hands-On](https://www.udemy.com/course/kali-linux-command-line-cli-hands-on) - Musab Zayadneh (Udemy)
* [Ethical hacking with Hak5 devices](https://www.udemy.com/course/ethical-hacking-with-hak5-devices) - David Bombal (Udemy)
* [Foundations of Hacking and Pentesting Android Apps](https://www.udemy.com/course/foundations-of-hacking-and-pentesting-android-apps) - Scott Cosentino (Udemy)
* [Introduction to Dark Web, Anonymity and Cryptocurrency](https://www.udemy.com/course/introduction-to-dark-web-anonymity-and-cryptocurrency) - Rajneesh Gupta (Udemy)
* [Introduction to Information Security](https://www.udacity.com/course/intro-to-information-security--ud459) - Wenke Lee, Mustaque Ahamad, Catherine Gamboa (Udacity)
* [Learn Ethical Haacking From Scratch](https://www.udemy.com/course/learn-ethical-haacking-from-scratch) - Uzma Aslam (Udemy)
* [Linux for Hackers and Pentesters](https://www.udemy.com/course/linux-for-hackers-and-pentesters) - Rajneesh Gupta (Udemy)
* [Modern Binary Exploitation](https://github.com/RPISEC/MBE) - RPISEC
* [Professor Messer’s SY0-601 CompTIA Security+ Course](https://www.professormesser.com/security-plus/sy0-601/sy0-601-video/sy0-601-comptia-security-plus-course/) - Professor Messer
* [Stanford Cryptography I](https://www.coursera.org/course/crypto) - Dan Boneh
* [Stanford Cryptography II](https://www.coursera.org/course/crypto2) - Dan Boneh
* [Start Ethical Hacking with Parrot Security OS (Alt. to Kali)](https://www.udemy.com/course/ethical-hacking-with-parrot-security-os) - Seyed Farshid Miri (Udemy)
* [The Complete Cyber Security & Hacking Course](https://academy.ehacking.net/p/cyber-security-training-hacking-course) - INSEC-TECHS (EH Academy)
* [WireShark for Ethical Hacking](https://www.udemy.com/course/wireshark-for-ethical-hacking-new) - Musab Zayadneh (Udemy)
* [Zero to Hero: A Practical Network Penetration Testing Course](https://www.youtube.com/playlist?list=PLLKT__MCUeiwBa7d7F_vN1GUwz_2TmVQj) - The Cyber Mentor


### Software Engineering

* [Cypress In 3 Hours](https://www.youtube.com/watch?v=jX3v3N6oN5M) - LambdaTest
* [Robot Framework Tutorial](https://www.youtube.com/playlist?list=PLL34mf651faORDOyJrk0E6k9FM-wKgfPV) - Software Testing Mentor
* [Selenium Full Course- Learn Selenium in 12 Hours](https://www.youtube.com/watch?v=FRn5J31eAMw) - Edureka
* [Selenium WebDriver Tutorial](https://www.youtube.com/playlist?list=PLL34mf651faPB-LyEP0-a7Avp_RHO0Lsm) - Software Testing Mentor


### Solidity

* [Learn Solidity](https://youtube.com/playlist?list=PL16WqdAj66SCOdL6XIFbke-XQg2GW_Avg) - Will it Scale
* [MASTER Solidity for Blockchain](https://youtube.com/playlist?list=PLS5SEs8ZftgVnWHv2_mkvJjn5HBOkde3g) - Dapp University
* [Solidity 101](https://www.youtube.com/playlist?list=PLYORQHvGMg-WS5r8UjaWnnAeCHTH3wRaF) - Secureum
* [Solidity 201](https://www.youtube.com/playlist?list=PLYORQHvGMg-V9w6UZ_YOQYjG5NPqnRwdc) - Secureum
* [Solidity Tutorial](https://www.youtube.com/playlist?list=PLbbtODcOYIoE0D6fschNU4rqtGFRpk3ea) - EatTheBlocks
* [Solidity Tutorial - A Full Course on Ethereum, Blockchain Development, Smart Contracts, and the EVM](https://www.youtube.com/watch?v=ipwxYa-F1uY) - Gregory McCubbin @ freeCodeCamp.org & Dapp University


### Swift

* [100 days of Swift](https://www.hackingwithswift.com/100) - Hacking With Swift
* [Build Great IOS Apps (Swift)](https://www.udemy.com/course/build-great-ios-apps-with-swift/) - Hamad Fouad (Udemy)
* [Data Structures and Algorithms in Swift](https://www.udacity.com/course/data-structures-and-algorithms-in-swift--ud1011) - Udacity
* [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)
* [iOS Development Course - Use Swift 5 and UIKit to Build a Netflix Clone](https://www.youtube.com/watch?v=KCgYDCKqato) - freeCodeCamp.org
* [Learn Swift](https://www.youtube.com/playlist?list=PLMRqhzcHGw1ZqzYnpIuQAn2rcjhOtbqGX) - CodeWithChris
* [Learn Swift 4](https://www.sololearn.com/learning/1075) - *Registration required*
* [Server-Side Swift](https://www.udacity.com/course/server-side-swift--ud1031) - Jarrod Parkes, Nic Jackson (Udacity)
* [Swift 5 for Beginners](https://www.youtube.com/playlist?list=PL5PR3UyfTWvfacnfUsvNcxIiKIgidNRoW) - iOS Academy
* [Swiftris - Build an iOS Tetris app from scratch](https://www.bloc.io/swiftris-build-your-first-ios-game-with-swift)
* [What Is Swift UI? Easy Steps Building Your first SwiftUI app](https://www.udemy.com/course/what-is-swift-ui-part-1/) - Matthew Harding (Udemy)


#### Vapor

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


### System Design

* [System Design](https://www.youtube.com/playlist?list=PLMCXHnjXnTnvo6alSjVkgxV-VH6EPyvoX) - Gaurav Sen
* [System Design Primer Course](https://www.youtube.com/playlist?list=PLTCrU9sGyburBw9wNOHebv9SjlE4Elv5a) - sudoCODE


### Terraform

* [terraform + AWS](https://www.udemy.com/course/terraform-aws) - Rohit Abraham (Udemy)
* [Terraform + GCP](https://www.udemy.com/course/terraform-gcp) - Rohit Abraham (Udemy)
* [Terraform 101](https://www.udemy.com/course/terraform-101) - Jacob Jones (Udemy)
* [Terraform on Azure - Basic Tutorial](https://www.udemy.com/course/terraform-on-azure-basic-tutorial) - Rahul Sawant (Udemy)
* [Terraform Tutorial for Beginners](https://www.youtube.com/watch?v=YcJ9IeukJL8) - KodeKloud
* [Terraform tutorial for beginners Videos in English by Techworld with Murali](https://www.youtube.com/playlist?list=PLuJTeEt6HH9fUj7oRRLT0g1ttVl--Fv1T) - Murali
* [Terraform Tutorials](https://www.youtube.com/playlist?list=PL2qzCKTbjutKff_ns750TFESQc44nlULv) - Narendra
* [Terraform Zero to Hero](https://www.youtube.com/playlist?list=PLdpzxOOAlwvI0O4PeKVV1-yJoX2AqIWuf) - Abhishek Veeramalla


### Theory

* [Automata Theory](https://online.stanford.edu/courses/soe-ycsautomata-automata-theory)
* [Formal Languages & Automata Theory](https://www.youtube.com/playlist?list=PLLvKknWU7N4zvTGcw9N2_7eZSTTkryb0U) - Lalit Vashistha
* [Intro to Theoretical Computer Science](https://www.udacity.com/course/intro-to-theoretical-computer-science--cs313) (Udacity)
* [Theory of Computation & Automata Theory](https://www.youtube.com/playlist?list=PLBlnK6fEyqRgp46KUv4ZY69yXmpwKOIev) - Neso Academy


### Verilog / VHDL / SystemVerilog

* [nand2tetris](https://www.nand2tetris.org) - Shimon Schocken, Noam Nisan (Coursera)
* [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)
* [Command Line Power User - for web developers](https://commandlinepoweruser.com) - WesBos (email address *required*)
* [Create a Professional Website with Velo by Wix](https://www.codecademy.com/learn/create-a-professional-website-with-velo-by-wix) - Codecademy
* [CS50’s Web Programming with Python and JavaScript](https://cs50.harvard.edu/web/) - Brian Yu, David J. Malan (edX Harvard CS50)
* [Developing for Web Accessibility](https://www.w3.org/WAI/tips/developing/) - World Wide Web Consortium Web Accessibility Initiative
* [Discover Flask - Full Stack Web Development with Flask](https://github.com/realpython/discover-flask)
* [Essential Nextjs Typescript Tailwind Stack](https://www.youtube.com/playlist?list=PLKEkvhqFCRwL94nLP-TdIfNmbiZk5FCMx) - Fireship, Ben Awad, Traversy Media, Devs Force
* [Flask(A Python Microframework) Tutorial](http://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world)
* [Foundations of Front End Web Development](https://www.udemy.com/course/foundations-of-front-end-development/) - Davide Molin (Udemy)
* [Frontend UI Development with React](https://www.youtube.com/playlist?list=PL0vfts4VzfNgUUEtEjxDVfh4iocVR3qIb) - Jeff Delaney, Fireship.io
* [Full Stack Foundations](https://www.udacity.com/course/full-stack-foundations--ud088) - by AWS on Udacity
* [Full stack open](https://fullstackopen.com/en/) - University of Helsinki, Houston Inc., Terveystalo, Elisa, K-ryhmä, Unity Technologies, Konecranes
* [How to Meet Web Content Accessibility Guidelines (Quick Reference)](https://www.w3.org/WAI/WCAG21/quickref/) - W3C Web Accessibility Initiative
* [Introduction to Professional Web Development in JavaScript](https://education.launchcode.org/intro-to-professional-web-dev/) - Chris Bay, Jim Flores, Blake Mills, Sally Steuterman, Paul Matthews, Carly Langlois (The LaunchCode Foundation)
* [Java Web Development](https://education.launchcode.org/java-web-development/) - Chris Bay, Jim Flores, Carly Langlois, Sally Steuterman (The LaunchCode Foundation)
* [Learn web development](https://developer.mozilla.org/en-US/docs/Learn) - Mozilla Contributors
* [Programming & Web Development Crash Course](https://www.youtube.com/playlist?list=PLillGF-RfqbYeckUaD1z6nviTp31GLTH8) - Traversy Media
* [Python Web Scraping & Crawling using Scrapy](https://www.youtube.com/playlist?list=PLhTjy8cBISEqkN-5Ku_kXG4QW33sxQo0t)
* [React Fundamentals - The Complete Guide For Beginners](https://www.udemy.com/course/react-fundamentals-the-complete-guide-for-beginners/) - Kerim Abdelmouiz (Udemy)
* [The GraphQL Apollo (with ReactJS, NodeJS and MongoDB)](https://www.udemy.com/course/the-new-graphql-apollo-course-2020) - Mohd. Raqif Warsi (Udemy)
* [The Odin Project - Learn Web Development for Free](http://www.theodinproject.com)
* [Web Basics](https://open.cs.uwaterloo.ca/web-basics/) - Centre for Education in Math and Computing (University of Waterloo)
* [Web Development Course](https://syllabus.migracode.org/courses/introduction-3) - MigraCode Barcelona
* [Web Development for Beginners - A Curriculum](https://github.com/microsoft/Web-Dev-For-Beginners) - Microsoft
* [Web Development 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)
* [Web Programming](https://open.cs.uwaterloo.ca/web-programming/) - Centre for Education in Math and Computing (University of Waterloo)


### Web3

> :information_source: See also &#8230; [Blockchain](#blockchain), [Solidity](#solidity)

* [Learn Blockchain, Solidity, and Full Stack Web3 Development with JavaScript – 32-Hour Course](https://www.youtube.com/watch?v=gyMwXuJrbJQ) - Patrick Collins (freeCodeCamp)


### Windows Phone

* [Windows Phone 8.1 Development for Absolute Beginners](https://web.archive.org/web/20150213035325/http://channel9.msdn.com/Series/Windows-Phone-8-1-Development-for-Absolute-Beginners) - Bob Tabor, Matthias Shapiro, Larry Lieberman *(:card_file_box: archived)*


### WordPress

* [Advanced Custom Fields (ACF) Tutorials](https://www.youtube.com/playlist?list=PLTbrc9HXDstqm7yNAadSwwypHR_iEWLR_) - WPTuts
* [Advanced WordPress Theme Development Course](https://www.youtube.com/playlist?list=PLD8nQCAhR3tT3ehpyOpoYeUj3KHDEVK9h) - Imran Sayed - Codeytek Academy
* [Astra Theme Tutorials](https://www.youtube.com/playlist?list=PLgJeRQxEOJmoYLvxOCq3DJB5q6LWJWKjH) - Ferdy Korpershoek
* [Complete WooCommerce eCommerce WordPress Tutorials](https://www.youtube.com/playlist?list=PLjR7HjmPoicEyJPKnoj5w7rdPIKjJ-KZu) - Nayyar Shaikh
* [Complete WordPress Website Tutorials](https://www.youtube.com/playlist?list=PLjR7HjmPoicHwIytCRu8LothNjizC5vr_) - Nayyar Shaikh
* [Crocoblock Jet Engine Tutorial - Beginners Guide](https://www.youtube.com/playlist?list=PLTbrc9HXDstrLg449hcWQvx8kOXhjyovV) - WPTuts
* [CrocoBlock Tutorials](https://www.youtube.com/playlist?list=PLgJeRQxEOJmrvEmHDn_B92u82IczqLCqE) - Ferdy Korpershoek
* [Elementor Pro Tutorials](https://www.youtube.com/playlist?list=PLgJeRQxEOJmq5hR8yETsu3zPFmpoxCeMq) - Ferdy Korpershoek
* [Gutenberg FSE - Full Site Editing using Gutenberg Block Editor Complete Project in 2022](https://www.youtube.com/playlist?list=PLzKN_iozW-I6PkSx8AVOE9wBaoVpJxLeS) - Riad Mahmud
* [How to Create a Wordpress Website \| Complete Tutorial ](https://www.youtube.com/playlist?list=PLTDZrIwt-NI1rCkHfazfvzR_DETu0SezK) - Jim Fahad Digital
* [How To Customize WooCommerce](https://www.youtube.com/playlist?list=PLTbrc9HXDstpihLrQIWtmExd9f1tiAYET) - WPTuts
* [Jet Engine](https://www.youtube.com/playlist?list=PLHiQK7LHpKqThfbmEj3pf4YFmHv81GUwS) - Moxet Khan
* [WordPress Basic to Advanced Course](https://www.youtube.com/playlist?list=PLQOGKy2nPhxlEVP4RBVrBoXPL6mZNZv5L) - Azharul Rafy
* [WordPress Elementor Pro Tutorials](https://www.youtube.com/playlist?list=PLjR7HjmPoicEVCFa75468V_XVA47FLJO4) - Nayyar Shaikh
* [WordPress Tips and Tricks](https://www.youtube.com/playlist?list=PLjR7HjmPoicHi7wS3JK2dGfBmoDFCg7o8) - Nayyar Shaikh


### YAML

* [Complete YAML Course - Beginner to Advanced for DevOps and more!](https://www.youtube.com/watch?v=IA90BTozdow) - Kunal Kushwaha