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top-free-courses

Index

• MOOC
• Algorithms & Data Structures
• Android
• APL
• Artificial Intelligence
• Assembly
• AutoIt
• Bash / Shell
• Blockchain
• C
• C#
• C++
• Clojure
• Cloud Computing
  • AWS
  • Azure
  • IBM
• Compilers
• Computer Organization and Architecture
• Computer Science
• Cryptography
• CUDA
• Dart
• Data Science
• Databases
  • NoSQL
  • SQL
• Deep Learning
• DevOps
  • Ansible
  • Chef
  • Jenkins
• Digital Electronics
• Docker
• Elastic
• Flutter
• Fortran
• Game Development
• Git
• Go
• Haskell
• HTML and CSS
  • Bootstrap
• iOS
• Java
• JavaScript
  • AngularJS
  • D3.js
  • Electron
  • jQuery
  • Next.js
  • NodeJS
  • React
  • React Native
  • Redux
  • Svelte
  • Three.js
  • Vue.js
  • Webpack
• Julia
• Kotlin
• Kubernetes
• Linux
• Lua
• Machine Learning
• Markdown
• Matlab
  • Simulink
• Misc
• .NET
• Networking
• Objective-C
• OCaml
• Operating Systems
• Perl
• Pharo
• PHP
• PLC - Programmable logic controllers
• Processing
• Python
  • Django
  • Flask
  • Jupyter
• QB64
• R
• Redis
• Robotics
• Ruby
• Rust
• Scala
• Security
• Software Engineering
• Solidity
• Spark
• Swift
  • Vapor
• System Design
• Terraform
• Theory
• TypeScript
  • Angular
  • Deno
• Verilog / VHDL / SystemVerilog
• Web Development
• Web3
• YAML

MOOC

Massive Open Online Courses

• MOOC org
• class central
• Codecademy
• Coursera
• Datacamp
• DevDocs
• edX
• freeCodeCamp
• FutureLearn
• IITBombayX (IITBX)
• Khan Academy
• LearnWeb3 DAO | Become a Web3 Developer for Free
• MIT OCW
• MOOC.fi
• NPTEL
• openHPI
• openSAP
• Platzi
• Udacity

Algorithms & Data Structures

• Advanced Data Structures - Erik Demaine
• Advanced Data Structures - Uzair Javed Akhtar
• Algorithms - Abdul Bari
• Algorithms and Data Structures Tutorial - Full Course for Beginners - Pasan Premaratne, Jay McGavren (freeCodeCamp)
• Analysis of Algorithms (CSE 373) - Steven Skiena
• Berkeley University CS 61B: Data Structures
• Berkeley's CS 61B: Data Structures
• Binary Trees - by LoveBabbar - CodeHelp - by Babbar
• C Programming & Data Structures - Neso Academy
• Complete C++ Placement DSA Course - CodeHelp - by Babbar
• Computer Sc - Programming and Data Structure - P.P. Chakraborty
• Data Structure and Algorithm - Lalit Vashistha
• Data Structures - mycodeschool
• Data Structures - Niema Moshiri, Liz Izhikevich (Stepik)
• Data Structures - Neso Academy (YouTube)
• Data Structures | Python - Amulya's Academy
• Data Structures and Algorithms - CS Dojo
• Data Structures and Algorithms - Jenny's lectures CS/IT NET&JRF
• Data Structures and Algorithms - Tech Dev Guide by Google
• Data Structures And Algorithms DSA In JAVA Full Course - Coding Ninjas
• Data Structures and Algorithms for Beginners - Mosh Hamedani (Programming with Mosh)
• Data Structures and Algorithms Full Course - Simplilearn (YouTube, Video length 7:13:56)
• Data Structures and Algorithms in Java Full Course - Dinesh Varyani (YouTube playlist)
• Data Structures and Algorithms in Python Full Course for Beginners - Aakash N S (freeCodeCamp)
• Data Structures and Algorithms Specialization - UC San Diego, HSE University
• Data Structures Easy to Advanced Course - Full Tutorial from a Google Engineer - William Fiset (freeCodeCamp)
• Data Structures in C++ - For Beginners - Pedro Mercado (Udemy)
• Dynamic Programming - Gaurav Sen
• Dynamic Programming - WilliamFiset
• Graph Series by Striver | C++ | Java | Interview Centric | Algorithms | Problems - take U forward
• IIT Bombay Foundation of Data Structures (CS213.1x)
• Intro to Data Structures and Algorithms - Brynn Claypoole, Horatio Thomas (Udacity)
• JavaScript Algorithms and Data Structures - Codevolution
• Learn DS and Algorithms - Programiz
• MIT's Design and Analysis of Algorithms (Spring 2012) - Dana Moshkovitz, Bruce Tidor
• MIT's Design and Analysis of Algorithms (Spring 2015) - Erik Demaine, Srini Devadas, Nancy Lynch
• MIT's Introduction to Algorithms (Fall 2011)
• MIT's Introduction to Algorithms (SMA 5503) (Fall 2005) - Charles Leiserson, Erik Demaine
• Online Java + DSA + Interview preparation course - Kunal Kushwaha
• Princeton University Algorithms, Part 1
• Princeton University Algorithms, Part 2
• Red Black Tree in Data Structures - NG Tutorials
• Sorting Algorithms - mycodeschool
• Stanford University Algorithms: Design and Analysis, Part 1
• Stanford University Algorithms: Design and Analysis, Part 2
• Trees by Striver | C++ | Java | Placements | Binary Trees and Traversals | Problems - take U forward

Android

• Advanced Android App Development (Udacity)
• Advanced Android with Kotlin (Udacity)
• Android App Development for Beginners Playlist - Bucky Roberts (thenewboston)
• Android Basics: Data Storage (Udacity)
• Android Basics: Multiscreen Apps (Udacity)
• Android Basics: Networking (Udacity)
• Android Basics: User Input (Udacity)
• Android Basics: User Interface (Udacity)
• Android Developer Fundamentals (Version 2) — Codelab
• Android Developer Fundamentals (Version 2) — Concepts
• Android Performance (Udacity)
• Android with kotlin - Smartherd
• Build Native Mobile Apps with Flutter (Udacity)
• CS194A Android Development - Rahul Pandey (Stanford)
• CS50 2019 - Android Track - David J. Malan (Harvard OpenCourseWare)
• Developing Android Apps (Udacity)
• Developing Android Apps with Kotlin (Udacity)
• Firebase Analytics: Android - Steve Ganem, Todd Kerpelman, Jessica Lin, Daniel Mai (Udacity)
• Firebase in a Weekend: Android (Udacity)
• Gradle for Android and Java (Udacity)
• Jetpack Compose - Philipp Lackner
• Kotlin Bootcamp for Programmers (Udacity)
• Learn Android Application Development for Beginners - Johan Jurrius, ProgramMe Programming (Udemy)
• Learn Android in 9 Hours (Edureka)
• Learn how to program: Android - Epicodus Inc.
• Material design
• Material Design for Android Developers (Udacity)
• Pokédex App with Jetpack Compose - Phillipp Lackner
• Programming Cloud Services for Android Handheld Systems
• Programming Mobile Applications for Android Handheld Systems pt. 1
• Programming Mobile Applications for Android Handheld Systems pt. 2
• Programming Mobile Services for Android Handheld Systems: Communication
• Programming Mobile Services for Android Handheld Systems: Concurrency

APL

• APL Course - Dyalog
• APL Cultivation - Adám Brudzewsky
• Dyalog APL Tutor - Dyalog
• Learn APL with Neural Networks - Rodrigo Girão Serrão

Artificial Intelligence

• AI Courses - Intel Corporation
• AI Fundamentals - Microsoft Azure (Udacity)
• Aml-2018 Ambient Intelligence - Fulvio Corno, Luigi De Russis, Alberto Monge Roffarello @ Politecnico di Torino
• Artificial Intelligence on Google Cloud Platform - Srivatsan Srinivasan @ AIEngineering (YouTube)
• Artificial Intelligence Search Methods For Problem Solving - nptelhrd
• CS50’s Introduction to Artificial Intelligence with Python - Brian Yu, David J. Malan (Harvard OpenCourseWare and edX)
• Elements of AI - University of Helsinki, Reaktor
• IBM AI Engineering Professional Certificate - Romeo Kienzler, Saeed Aghabozorgi, Joseph Santarcangelo, Alex Aklson et al. (Coursera)
• Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - DeepLearning.ai (Coursera)
• MIT Deep Learning and Artificial Intelligence Lectures - Lex Fridman, et al.
• MIT's Artificial Intelligence - Prof. Patrick Henry Winston (MIT OpenCourseWare)

Assembly

• Binary Exploitation / Memory Corruption by LiveOverflow - LiveOverflow (YouTube)
• C Programming and Assembly Language - Prof. Janakiraman Viraraghavan, IIT Madras (NPTEL)
• Introduction to Assembly Programming with ARM - Scott Cosentino (Udemy)
• Introduction To Reverse Engineering Software - Matt Briggs (OpenSecurityTraining)
• Introductory Intel x86: Architecture, Assembly, Applications, & Alliteration - Xeno Kovah (OpenSecurityTraining)

AutoIt

• AutoIt Scripting Tutorial - TutsTeach (YouTube)
• AutoIt Tutorials - 403forbidden403 (YouTube)

Bash / Shell

• Bash Basics for Cloud Computing - Kumulus Technologies (Udemy)
• Bash Scripting Full Course 3 Hours - Linuxhint
• Bash Scripting Tutorial - Ryans Tutorial
• Bento Shell Track - Jon Chan (Bento)
• How to CMake Good - vector-of-bool (YouTube)
• Shell Scripting Tutorial - The Bad Tutorials (YouTube)
• Shell Scripting Tutorial | Shell Scripting Crash Course | Linux Certification Training | Edureka - edureka!
• Shell Scripting Tutorial for Beginners - ProgrammingKnowledge (YouTube)

Blockchain

• Blockchain Developer Tutorials - Gregory McCubbin (Dapp University)
• Blockchain Essentials - CognitiveClass.ai
• Blockchain: Foundations and Use Cases - ConsenSys Academy (Coursera)
• Blockchain Specialization - Bina Ramamurthy (Coursera)
• Blockchain Tutorial for beginners - BlockTrain
• Build 5 Dapps on the Ethereum Blockchain - Beginner Tutorial - Julien Klepatch, EatTheBlocks (freeCodeCamp.org)
• Build an IoT Blockchain Network for a Supply Chain - CognitiveClass.ai
• Build and Deploy Your First Decentralized App with Etherem - Gary Simon (Udemy)
• CryptoZombies.io - CleverFlare, Loom Network
• Solidity, Blockchain, and Smart Contract Course – Beginner to Expert Python Tutorial - Patrick Collins (freeCodeCamp.org)

C

• C Language Tutorial for Beginners (With Notes) - ProgrammingWithHarry (YouTube)
• C Programming - Sujeet Singh (Neso Academy)
• C Programming & Data Structures - Sujeet Singh (Neso Academy)
• C Programming 2021: Master The Basics! - Ali Badran (Udemy)
• C Programming for Beginners - Programiz
• C Programming Tutorial
• C Programming Tutorial for Beginners - Mike Dane (freeCodeCamp)
• Learn C Programming - Programiz (HTML)
• Programming in C - Jenny's lectures CS/IT NET&JRF
• The Arduino Platform and C Programming

C#

• Building a microservice architecture with ASP.NET Core - Gill Cleeren - NDC London 2022 - Gill Cleeren
• C# 101 - Scott Hanselman, Kendra Havens (Microsoft)
• C# Programming All-in-One Tutorial Series (6 HOURS!) - Caleb Curry (YouTube)
• C# Programming Language (Console Applications) - Learning Never Ends (YouTube)
• C# Tutorial - Full Course for Beginners - Mike Dane (freeCodeCamp)
• C# Tutorial For Beginners - Learn C# Basics in 1 Hour - Moshfegh Hamedani (Programming with Mosh)
• Domain-Driven Refactoring - Jimmy Bogard - NDC London 2022 - Jimmy Bogard
• Fundamentals of Programming: Understanding C# - Jesse Dietrichson (Udemy)
• Learn C# - registration required
• Learn how to program: C# and .NET - Epicodus Inc.

C++

• C++ For Programmers - Catherine Gamboa (Udacity)
• C++ Programming - Neso Academy
• C++ Programming Course - Beginner to Advanced - Daniel Gakwaya (freeCodeCamp)
• C++ Programming Tutorial for Beginners (For Absolute Beginners) - ProgrammingKnowledge
• C++ Tutorial - The Bad Tutorials
• C++ Tutorial for Beginners - Full Course - Mike Dane (freeCodeCamp)
• C++ Tutorial for Beginners - Learn C++ in 1 Hour - Programming with Mosh
• C++ Tutorial for Complete Beginners - John Purcell (Udemy)
• Google's C++ Course
• Introduction to C++ (MIT's opencourseware)
• Introduction to C++ - Microsoft (edX)
• Sololearn C++ - registration required

Clojure

• Clojure language Tutorial - for Beginners
• Clojure Tutorial - Derek Banas
• Functional Programming with Clojure
• Poetry of Programming - Clojure for Beginners - Attila EGRI-NAGY

Cloud Computing

• Cloud Computing and Development - Ashwin Kumar Ramaswamy (UAceIt) (email address required)
• Cloud Computing Full Course In 11 Hours | Cloud Computing Tutorial For Beginners - Edureka!
• Introduction to Cloud - CognitiveClass.ai

AWS

• AWS Certified Cloud Practitioner Course - Stephane Maarek
• AWS Tutorial For Beginners - Simplilearn
• Cloud Computing Basics with AWS - Trailhead (Salesforce) (email address required)

Azure

• Azure Administrator Certification - freeCodeCamp
• Microsoft Azure Fundamentals - Adam Marczak
• Microsoft Certified: Azure Fundamentals - Microsoft

IBM

• Getting started with IBM Cloud - Horea Porutiu, Steve Martinelli
• IBM Cloud Essentials V3 - CognitiveClass.ai

Compilers

• Compiler Design - Lalit Vashistha
• Compiler Design - Neso Academy
• Compiler Design - Sudhakar Atchala (YouTube)
• Compilers - Ghassan Shobaki (YouTube)
• Stanford's Compilers - Alex Aiken

Computer Organization and Architecture

• Advanced Computer Architecture - Smruti R. Sarangi
• Computer Organization & Architecture (COA) - Neso Academy (YouTube)

Computer Science

• Berkeley's CS 61A: Taught using SICP
• Computer Networking - Network Engineering - Brian Ferrill (FreeCodeCamp)
• CS50's Introduction to Computer Science - David J. Malan (Harvard OpenCourseWare and edX)
• Discrete Mathematics for Computer Science Specialization - My Lesson
• Introduction to Augmented Reality and ARCore - Daydream
• LouvainX Paradigms of Computer Programming – Abstraction and Concurrency
• LouvainX Paradigms of Computer Programming – Fundamentals
• MIT 6.824 Distributed Systems (Spring 2020)
• MIT's Computer Language Engineering
• MIT's Introduction to Computer Science and Programming - John Guttag (MIT OpenCourseWare)
• MIT's Introduction to Computer Science and Programming in Python - Ana Bell, Eric Grimson, John Guttag (MIT OpenCourseWare)
• MIT's Mathematics for Computer Science

Cryptography

• Introduction to Cryptography (Christof Paar)
• Stanford Cryptography I - Dan Boneh
• Stanford Cryptography II - Dan Boneh

Cuda

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

Dart

• Dart Course for Beginners (Udemy)
• Dart Programming in 4 hours | Full beginners tutorial - Mike Dane (YouTube)
• Dart Programming Tutorial - Full Course - Mahmud Ahsan (FreeCodeCamp)
• Dart Programming Tutorial | Learn the Dart for Flutter (Udemy)
• Essential Dart - Krzysztof Kowalczyk (HTML)
• Free Dart Course - Vandad Nahavandipoor (YouTube)
• Learning Dart - Compiled from StackOverflow Documentation (PDF)

Data Science

• Advanced Data Mining with Weka MOOC
• An Introduction to Data Science
• Apache Airflow Tutorials - Tuan Vu (YouTube)
• Applied Data Science with Python - CognitiveClass.ai
• CS250: Python for Data Science - Saylor Academy
• Data Analysis and Visualization - Georgia Tech (Udacity)
• Data Analysis with Python: Zero to Pandas (Jovian)
• Data Analysis with R - Facebook (Udacity)
• Data Build Tool (dbt) - Kahan Data Solutions (YouTube)
• Data Cleaning - Rachael Tatman (Kaggle)
• Data Engineering - Kahan Data Solutions (YouTube)
• Data Mining with Weka MOOC
• Data science for beginners - Microsoft
• Data Science Fundamentals - CognitiveClass.ai
• Data Science interview questions - Krish Naik
• Data Science Methodology - CognitiveClass.ai
• Data Visualization - Alexis Cook (Kaggle)
• Datavis 2020 - Curran Kelleher
• Hadoop Tutorial for Beginners - Great Learning
• Hive Tutorial - Great Learning
• IBM Data Science Professional Certificate (Coursera)
• Intro to Data Analysis - Udacity
• Intro to Data Science - Udacity
• Introduction to Data Science - Alison
• Introduction to Data Science - SkillUp by Simplilearn
• Introduction to Data Science in Python - Christopher Brooks (Coursera)
• Learn Data Science - registration required
• Learn Data Science Tutorial - Full Course for Beginners - Barton Poulson (FreeCodeCamp.org)
• MIT's Introduction to Computational Thinking and Data Science - Eric Grimson, John Guttag, Ana Bell (MIT OpenCourseWare)
• More Data Mining with Weka MOOC
• NICO 101 - Introduction to Programming for Big Data - Luis Amaral, Helio Tejedor, Luiz Alves
• The Analytics Edge

Databases

• CMU Intro to Database Systems - CMU Database Group
• Database Systems (MIT's opencourseware)
• Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis) - Professor Immanuel Trummer, freeCodeCamp.org (YouTube)
• DBMS Placement Series - CodeHelp by Babbar
• DML Server Administration (Alison)
• Introduction to Databases (Stanford University)
• Learn SQL Basic for Data Science Specialisation (Coursera)

NoSQL

• Datastax Academy (Apache Cassandra) - Datastax Inc. (email address required)
• MongoDB University - MongoDB, Inc. (email address required)
• Neo4j (Graph Database) Crash Course - Laith Academy (YouTube)
• Neo4j Graph Database Tutorial - Satish C J (YouTube)
• Redis University - Redis Inc. (email address required)

SQL

• Getting Started with SQL for Application Developers - Wade Waldron (Cockroach Labs Inc.) (email address required)
• Introduction to Database Queries - Aspen Olmsted (edX New York University)
• Introduction to Databases and SQL Querying - Rakesh Gopalakrishnan (Udemy)
• Introduction to Distributed SQL and CockroachDB - Lauren Hirata Singh and Will Cross (Cockroach Labs Inc.) (email address required)
• Learn SQL - PopSQL
• Learn SQL - registration required
• Learn SQL: SQL Tutorial for Beginners - Programiz
• MySQL Tutorial for Beginners [Full Course] - Moshfegh Hamedani (Programming with Mosh)
• SQL Foundations - Sagar Uppuluri (Udemy)
• SQL Tutorial
• SQL Tutorial - Full Database Course for Beginners - Mike Dane (freeCodeCamp)

Deep Learning

• Advanced NLP using spaCy - Ines Montani
• Complete Deep Learning - Krish Naik
• Convolutional Neural Networks for Visual Recognition
• Deep Learning for Natural Language Processing
• Deep Learning Specialization (coursera)
• Deep Learning with PyTorch - Aakash N. S., freeCodeCamp.org (YouTube)
• Deep Learning with Pytorch: Zero tp GANs (Jovian)
• Deep Learning With Tensorflow 2.0 and Keras - codebasics
• Deep Multi-Task and Meta Learning - Chelsea Finn (Stanford University)
• Deep Reinforcement Learning - Sergey Levine
• Exploring Fairness in Machine Learning for International Development - 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 - Nicholas Renotte
• Intro to Deep Learning - Ryan Holbrook
• Introduction to Reinforcement learning with David Silver - David Silver
• MIT 6.S094: Deep Learning for Self-Driving Cars
• MIT 6.S191: Introduction to Deep Learning - Alexander Amini, Ava Soleimany
• NYU Deep Learning SP21 Alfredo Canziani
• Practical Deep Learning For Coders taught - Jeremy Howard
• Practical Deep Learning for Coders, v3 (using fastai library)
• Self-Paced Courses for Deep Learning
• Unsupervised Feature Learning and Deep Learning
• What is Deep Learning (Udacity)

DevOps

• AWS DevOps Engineer Learning Plan - AWS
• DevOps Bootcamp - Kunal Kushwaha
• DevOps Full Course - Simplilearn
• DevOps Tutorial for Beginners - Intellipaat
• Intro to DevOps - Karl Krueger, Dwayne Lessner, Gundega Dekena (Udacity)

Ansible

• Ansible + GCP - Rohit Abraham (Udemy)
• Ansible Basics: An Automation Technical Overview - Red Hat, Inc. (Udemy)
• Ansible for the Absolute Beginner - DevOps - Vijay Patel (Udemy)
• AWS Provisioning using Ansible with real-time examples - Narendra P (Udemy)
• DevOps: Beginner's Guide To Automation With Ansible - TetraNoodle Team, Manuj Aggarwal (Udemy)
• Red Hat Ansible Automation for SAP (RH045) - Red Hat, Inc. (Udemy)
• Use Ansible with Amazon Web Services - Rohit Abraham (Udemy)

Chef

• CHEF Tutorial - Online Tutorials
• Learning Chef - Nathen Harvey

Jenkins

• FREE Advanced Jenkins in K8s (Docker in Docker) - CS Career Kaizen (Udemy)
• Jenkins - Automation Step by Step
• Jenkins for Beginners - Musab Zayadneh (Udemy)
• Jenkins Tutorial (Great Learning)
• Jenkins Tutorial Step by Step - The Testing Academy
• Jenkins Tutorial Video [2022 updated] - Simplilearn

Digital Electronics

• Digital Electronics - Neso Academy
• Digital Electronics for GATE - Tutorials Point India Ltd.

Docker

• Deploying Containerized Applications Technical Overview - Red Hat
• Docker - Raghav Pal
• Docker Essentials - CognitiveClass.ai
• Docker Tutorial for Beginners - Programming with Mosh!
• Docker Tutorial for Beginners - Thenewboston
• Docker Tutorial for Beginners - Mumshad Mannambeth (freeCodeCamp)
• Docker Tutorial for Beginners - What is Docker? Introduction to Containers - Kunal Kushwaha
• Docker Tutorial for Beginners [FULL COURSE in 3 Hours] - TechWorld with Nana
• Docker Tutorial for Beginners | Full Course [2021] - Amigoscode
• Docker Tutorial Videos | DevOps Tool - edureka!
• IIEC RISE 1.0 Docker

Elastic

• App Search Fundamentals - Elastic
• App Search Web Crawler Fundamentals - Elastic
• ECE Fundamentals - Elastic
• Elastic Security Fundamentals: SIEM - Elastic
• Kibana for Splunk SPL Users - Elastic
• Kibana Fundamentals - Elastic
• Observability Fundamentals - Elastic
• Workplace Search Fundamentals - Elastic

Flutter

• Flutter & Firebase App Build - The Net Ninja
• Flutter Course for Beginners - 37 hour - freeCodeCamp.org
• Flutter Crash Course - Nick Manning (account required)
• Flutter State Management Course - Vandad Nahavandipoor (YouTube)
• Flutter Tutorial - Matt Sullivan, James Williams, Mary Xia (Udacity)
• Flutter Tutorial for Beginners - Mayuresh Wankhede (Udemy)
• Flutter Tutorial for Beginners - The Net Ninja
• Flutter Tutorial for Beginners - Solute Labs
• Free Flutter Animations Course - The Net Ninja
• Free Flutter Course - Vandad Nahavandipoor (YouTube)

Fortran

• Fortran Tutorial - Derek Banas (YouTube)

Game Development

• [Beginner] Make an RPG - HeartBeast
• 2D Hack-n-Slash Course (Complete Course) - GameMaker Studio 2 - HeartBeast
• CS50 2019 - Games Track - David J. Malan (Harvard OpenCourseWare)
• CS50's Introduction to Game Development - Colton Ogden (Harvard OpenCourseWare and edX)
• CS50's Introduction to Game Development 2018 - David J. Malan
• Game Design and Development 1: 2D Shooter (Unity) - Brian Winn (Coursera)
• GameMaker Studio 2 - HeartBeast
• GameMaker Studio 2 - Action RPG Tutorial - Shaun Spalding
• Getting started with the Godot game engine in 2021 - GDQuest
• Godot 3 2D Platform Game - HeartBeast
• Godot 3 Tutorial Series - Create a Simple 3D Game - BornCG
• Godot Action RPG Series - HeartBeast
• Godot Space Sidescroller Tutorial Series - PlugWorld
• Godot Wave Shooter Tutorials - PlugWorld
• Low Poly Art For Video Games - Andrew Dennis, Ricardo Guimaraes (Coursera)
• Make a Platform Shooter - GameMaker Studio 2 - HeartBeast
• Multiplayer Shooter Tutorials - Godot - PlugWorld
• Platform Game Development w/ Construct 2 - thenewboston
• Pygame (Python Game Development) - thenewboston
• Run Bunny, Run! Creating a 2D game in Unity - Rabidgremlin
• Unity Beginner Fundamentals - Pluralsight Company (Unity Learn)
• Unity Beginner Tutorials (Brackeys)
• Unity User Manual

Git

• Bento Git Learning Track (Bento)
• Bento GitHub Learning Track (Bento)
• Complete Git and GitHub Tutorial - Kunal Kushwaha
• Foundations of Git - Certification Course - Axosoft (GitKraken) (account or email address required)
• Git - Gwendolyn Faraday
• Git & GitHub - Briana Marie, freeCodeCamp.org (YouTube)
• Git & GitHub - Raghav Pal, Automation Step by Step
• Git & GitHub Crash Course - Kalob Taulien (Udemy)
• Git & GitHub Tutorial for Beginners (The Net Ninja)
• Git and GitHub for Poets
• 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 - Tobias Günther (YouTube)
• Git How To - Alexander Shvets
• Git Tutorial - Learn Command-line Git & GitHub - LearnWebCode (YouTube)
• Git Tutorial for Beginners: Learn Git in 1 Hour - Moshfegh Hamedani (Programming with Mosh)
• How to Use Git and GitHub (Udacity)
• Introduction to Git - Microsoft Learn
• Introduction to Git and GitHub - Google (Coursera)
• Learn Git with Bitbucket Cloud - Atlassian

Go

• A Tour Of Go
• DevOps BootCamp - Jefferson Otoni Lima, et al.
• Go / Golang Crash Course - Traversy Media
• Go Programming Language Tutorial - ProgrammingKnowledge
• Golang | Gin HTTP Framework - Pragmatic Reviews
• Golang basics - Golang dojo
• Golang in under an hour - Eli Goldberg
• Golang Tutorial - Learn Go Programming Language - GeeksforGeeks
• Golang Tutorial for Beginners | Full Go Course - Nana Janashia (TechWorld with Nana)
• Gophercises: Free Coding Exercises for Budding Gophers - Jon Calhoun (email address required)
• Learn Go | Learn Go Programming - golangr.com
• Learn Go Programming - Golang Tutorial for Beginners - Michael Van Sickle (freeCodeCamp)
• Learn Go Programming by Building 11 Projects – Full Course - Akhil Sharma (FreeCodeCamp)
• Let's go with golang - Hitesh Choudhary

Haskell

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

HTML and CSS

• Bento CSS Learning Track (Bento)
• Bento HTML Learning Track (Bento)
• Build a Personal Website with Dash
• Build a Quiz App with HTML, CSS, and JavaScript - James Quick (Udemy)
• Build a responsive website with Webflow
• Build a SaaS landing page using Skeleton
• Build Dynamic Websites - David J. Malan (YouTube)
• Code Your First Game: Arcade Classic in JavaScript on Canvas - Chris DeLeon (Udemy)
• Complete HTML/CSS BootCamp - FrontEnd Masters
• Conquering freeCodeCamp's Curriculum - Florin Pop (YouTube)
• CSS Flexbox - Mastering the Basics - Vishwas Gopinath (Udemy)
• CSS Grid - Wesbos
• CSS Tutorial
• CSS Tutorials - Dev Ed (YouTube)
• CSS3 tutorial for beginners | Learn CSS3 - Udemy
• Flexbox in 30 Days - Samantha Ming
• Get to know HTML Learn HTML Basics - Laurence Svekis (Udemy)
• HTML & CSS - Brad Traversy, Traversy Media (YouTube)
• HTML & CSS Crash Course - The Net Ninja (Shaun Pelling)
• HTML & CSS Crash Course Tutorial For Beginners - EJ Media (YouTube)
• HTML and CSS Crash Course - Kevin Powell (scrimba)
• HTML and CSS Crash For Beginner - Kevin Powell (YouTube)
• HTML and CSS Tutorials - Dani Krossing
• HTML Tutorial
• HTML Tutorial For Beginners (With Notes) - ProgrammingWithHarry
• HTML5 and CSS3 Fundamentals - Stone River eLearning (Udemy)
• Learn how to program: CSS - Epicodus Inc.
• Learn HTML and CSS (BitDegree)
• Learn HTML5 Programming From Scratch
• Learn to style HTML using CSS
• Responsive Web Design with HTML5 and CSS3 - Advanced - Udemy
• Structuring the web with HTML
• Tailwind CSS Tutorial - The Net Ninja
• Web Development By Doing: HTML / CSS From Scratch - Udemy
• What the Flexbox - Wesbos

Bootstrap

• Bootstrap 4 Quick Start: Code Modern Responsive Websites - Brad Hussey (Udemy)
• Bootstrap 5 Tutorial for Beginners - The Net Ninja
• Bootstrap Tutorial for Beginners - EJ Media (YouTube)
• Bootstrap tutorial for beginners - kudvenkat
• Complete Bootstrap 4 course - build 3 projects - Igneus Technologies (Udemy)
• Complete Bootstrap Crash Course | Bootstrap 4 Tutorial - Julio Codes
• Introduction to Bootstrap - A Tutorial - Microsoft via edX (Class Central)
• Learn Bootstrap 4 for free - Neil Rowe (Scrimba)
• Learn Bootstrap 4 in this free 10-part course - Per Harald Borgen (Freecodecamp)
• Learn Bootstrap 5 and SASS by Building a Portfolio Website - Full Course - Patrick Muriungi, freeCodeCamp (YouTube)
• Rapid website design with Bootstrap - Laurence Svekis (Udemy)

iOS

• AppCoda Complete iOS Tutorial
• CS193p Developing Apps for IOS - Stanford
• CS50 2019 - iOS Track - David J. Malan (Harvard OpenCourseWare)
• Developing iOS 11 Apps with Swift
• Ray Wenderlich iOS Tutorial
• SwiftUI Tutorials - Sean Allen
• SwiftUI Tutorials for Beginners - CodeWithChris
• The Complete Swift iOS Developer - Create Real Apps in Swift - Grant Klimaytys (Udemy)
• Unit Testing in iOS - CodeWithChris

Java

• Advanced Software Construction in Java - MIT Open Learning Library
• Building Microservices With Spring Boot – Free Course With Practical Project Chinthaka Dinadasa (javatodev)
• Central Connecticut State University, Introduction to CS Using Java
• CS106A - Programming Methodology (Stanford)
• Fundamentals of Java EE Development - Will Dinyes (edX)
• Introduction to Java
• Introduction to Java + DSA - Kunal Kushwaha
• Java Beginner - Coding with John
• Java Design Patterns and Architecture - John Purcell (Udemy)
• Java for Complete Beginners
• Java for Mobile Devices - Introducing Codename One
• Java Online Training | Edureka (Edureka)
• Java Persistence API (JPA) Complete Tutorial - Giuseppe Scaramuzzino
• Java Programming - Angie Jones (Applitools)
• Java Programming - University of Helsinki
• Java Programming - Neso Academy
• Java Programming Basics - Cezanne Camacho, Asser Samak (Udacity) (account required)
• Java Programming Basics - Charles Mulic (Udemy)
• Java Programming: Solving Problems with Software (Coursera)
• Java Server Tutorials - Happy Coding - Kevin Workman
• Java tutorial for beginners - Bro Code (YouTube)
• Java Tutorial for Beginners - Programming with Mosh
• Java Tutorial For Beginners - Telusko (YouTube)
• Java Tutorial for Complete Beginners - John Purcell (Udemy)
• JSP (Java server pages) and servlet basics - StudyEasy Organisation, Chaand Sheikh (Udemy)
• Learn how to program: Java - Epicodus Inc.
• Learn Java - Sololearn (email address required)
• Learn Java Programming - Programiz
• Object Oriented Programming (OOP) In Java Course - Kunal Kushwaha (YouTube)
• Object-Oriented programming with Java, part I
• Object-Oriented programming with Java, part II
• Princeton Algorithms, Part 1
• Problem Solving With Java (Udacity)
• Programming in Java - Prof. Debasis Samanta (NPTEL)
• Software Construction in Java - MIT Open Learning Library
• Spring 5 Core - An Ultimate Guide - Somnath Musib (Udemy)
• What is Java? - Elucian Moise (Sage-Code)

JavaScript

• Asynchronous Programming: The End of The Loop - Jafar Husain
• Beginner's Series to: JavaScript - Microsoft Developer (YouTube)
• Bento JavaScript Learning Track (Bento)
• Creative Coding for Complete Beginners - Algorithmic Art
• Cycle.js Fundamentals - André Staltz
• ES6 and Typescript Tutorial - Codevolution, Vishwas Gopinath (YouTube)
• Functional Programming in JavaScript - Mattias Petter Johansson «Fun Fun Function» (YouTube)
• Intro to JavaScript ES6 programming
• Intro To JavaScript Unit Testing & BDD - Traversy Media
• Introduction to ES6+ - Dylan C. Israel (Scrimba)
• JavaScript Array Methods - Florin Pop (YouTube)
• JavaScript Coding Challenges - Florin Pop (YouTube)
• Javascript course - Hitesh Choudhary
• Javascript Essentials - Lawrence Turton (Udemy)
• Javascript Fundamentals - Bharath Thippireddy (Udemy)
• JavaScript Mini Course 2020 - Kalob Taulien (Udemy)
• JavaScript Tutorial for Beginners - The Net Ninja
• JavaScript Tutorial for beginners - Moshfegh Hamedani (Programming with Mosh)
• JavaScript Tutorial for Beginners - Full Course in 8 Hours [2020] - Clever Programmer
• JavaScript Tutorials - Moshfegh Hamedani (Programming with Mosh)
• Javascript tutorials for beginners - Telusko (Youtube)
• Javascript30 - Wesbos
• Learn how to program: JavaScript - Epicodus Inc.
• Learn JavaScript - Florin Pop (YouTube)
• Learn JavaScript - Full Course for Beginners - Beau Carnes, freeCodeCamp.org (YouTube)
• Learn JavaScript for free - Per Harald Borgen (Scrimba)
• Learn modern JavaScript - Beau Carnes (Scrimba) (Scrimba account required)
• Learn to Program in Javascript: Beginner to Pro - Raghavendra Dixit (Udemy)
• learn:query
• Namaste 🙏 JavaScript: An In-Depth JavaScript Fundamentals Course - Akshay Saini (YouTube)
• npm - Mastering the Basics - Vishwas Gopinath (Udemy)
• Object-Oriented JavaScript - Richard Kalehoff (Udacity)
• Offline Web Applications - Google, Michael Wales (Udacity)
• Programming Foundations with Javascript, HTML and CSS - Owen Astrachan, Robert Duvall, Andrew D. Hilton, Susan H. Rodger (Coursera)
• The 10 Days of JavaScript - Brad Schiff, LearnWebCode (YouTube)
• Understanding RxJS - Academind
• Vanilla JavaScript - Brad Traversy, Traversy Media (YouTube)

AngularJS

ℹ️ See also … Angular

• AngularJS Tutorial for Beginners - Yaakov Chaikin (My Lesson)
• AngularJS Tutorials - The Net Ninja
• Egghead.io - AngularJS - John Lindquist (YouTube)
• Learn AngularJS 1.X - Codecademy (Codecademy account required)
• Shaping up with Angular.js - Codeschool (Codeschool account required)

D3.js

• D3 101 - Curran Kelleher
• Learn D3 - Codecademy (account required)

Electron

• Electron js Tutorials - Codevolution (YouTube)

jQuery

• Bento jQuery Track (Bento)
• Introduction to JQuery (Udacity)
• jQuery Crash Course - Brad Traversy, Traversy Media (YouTube)

Next.js

• Master Next JS by Building Real Projects - JavaScript Mastery
• Mastering Next.js
• Next.js for Beginners - Full Course - Kapehe (FreeCodeCamp)
• Next.js Tutorial for Beginners - Codevolution

NodeJS

• A Beginner's Guide to Node.js - DSC VIT Powered by Google Developers, Md Hishaam Akhtar (Udemy)
• Beginner's Series to: Node.js - Microsoft Developer (YouTube)
• Building a RESTful API with Node.js - Academind (YouTube)
• Data brokering with Node.js: Process data at the speed of technology - Osio Labs Inc. (signup requested, not required)
• Express JS Crash Course - Brad Traversy, Traversy Media (YouTube)
• ExpressJS Fundamentals - Patrick Schroeder (Udemy)
• Node and Express Tutorial - John Smilga, Coding Addict (YouTube)
• Node.js API Development for Beginners (Udemy)
• Node.js Basics - Java Brains (YouTube)
• Node.js Crash Course Tutorial - The Net Ninja
• Node.js Full Course for Beginners | Complete All-in-One Tutorial | 7 Hours - Dave Gray
• Node.js Introductory Course for Absolute Beginners - Nodejs Academy (Udemy)
• Node.js Tutorial for Beginners - Telusko (YouTube)
• Node.js Tutorial for Beginners: Learn Node in 1 Hour - Moshfegh Hamedani (Programming with Mosh)

React

• Frontend Armory: React Fundamentals - James K. Nelson
• Full Modern React Tutorial - The Net Ninja (with practical)
• Full-Stack Web Development with React Specialization - Jogesh K. Muppala (Coursera)
• Learn React + Redux - registration required
• Learn React for Free - Bob Ziroll (scrimba)
• Learn ReactJS - Codecademy
• React (progate) (account required)
• React basic in just 1 hour (Udemy)
• React Context & Hooks Tutorial - The Net Ninja
• React Crash Course 2020 - freecodecamp
• React Hooks - WebDevSimplified
• React Patterns for web apps - Lydia Hallie, Addy Osmani
• React Router 6 – Tutorial for Beginners - John Smilga (freeCodeCamp)
• React State Management using Context API (useContext + useReducer Hooks = Magic) - The Full Stack Junkie
• React Testing Library Crash Course - The Net Ninja
• React Tutorials - freeCodeCamp
• ReactJS - Tutorial for Beginners - Mosh Hamedani (Programming with Mosh)
• ReactJS Basics - Bitfumes
• ReactJS Course For Beginners 2022 - PedroTech
• ReactJS Frontend Web Development For Beginners - Ryan Dhungel (Udemy)
• ReactJS Full Course for Beginners | Complete All-in-One Tutorial | 9 Hours - Dave Gray
• ReactJS Tutorial for Beginners - Codevolution
• ReactJS Tutorials - GeeksforGeeks
• Start Using React to Build Web Applications - Joe Maddalone
• The Beginner's Guide to React - Kent C. Dodds

React Native

• CS50's Mobile App Development with React Native - edX
• Introduction to React Native - Full Stack Open
• React Native for Beginners - The Net Ninja
• React Native Tutorial (2021) - Programming with Mash, MAhdi SHarifimehr (YouTube)
• React Tutorial for Beginners - codevolution

Redux

• Getting Started with Redux
• Learn Redux - Wes Bos (email address requested)
• Redux Toolkit Tutorial - Codevolution
• Redux Tutorial- Learn Redux from Scratch - Mosh Hamedani

Svelte

• Learn the Svelte JavaScript Framework - Noah Glaser, freeCodeCamp (YouTube)
• Svelte Tutorial - Beau Carnes, freeCodeCamp (YouTube)

Three.js

• Three.js Tutorial Crash Course - Chris Courses

Vue.js

• Full Stack Vue.js, Express & MongoDB - Traversy Media (YouTube)
• Get Started with Nuxt - Debbie O'Brien (Netlify)
• Internationalization with vue-i18n
• Intro to Vue 2
• Intro to Vue 3
• JavaScript Testing Fundamentals
• Learn Vue 3 step by step - Jeffrey Way
• Nuxt.js Fundamentals
• Vue JS 3 Tutorial for Beginners - Vishwas Gopinath (Codevolution)
• Vue Router for Everyone
• Vue.js Components Fundamentals
• Vue.js Fundamentals
• Vue.js Tutorial - The Net Ninja (YouTube)
• Vue.js Tutorial for Beginners - Code Step By Step
• Vuex for Everyone

Webpack

• Learn Webpack Course - Colt Steele

Julia

• Decision Making Under Uncertainty using POMDPs.jl - The Julia Programming Language
• GeoStats.jl Tutorials - Julio Hoffimann (YouTube)
• Introduction to DataFrames.jl - Bogumił Kamiński (JuliaAcademy)
• Julia Tutorials (Basic) - The Julia Programming Language (YouTube)

Kotlin

• Advanced Android with Kotlin (Udacity)
• Android Kotlin Tutorial: Create Android Apps using Kotlin - Sriyank Siddhartha (YouTube)
• Developing Android Apps with Kotlin (Udacity)
• Kotlin Bootcamp for Programmers - Aleks Haecky, Asser Samak, Sean McQuillan (Udacity)
• Kotlin Bootcamp for Programmers - Developer Android (Google)
• Kotlin Course - Tutorial for Beginners - Nate Ebel, freeCodeCamp (YouTube)
• Kotlin for Java Developers - Svetlana Isakova, Andrey Breslav (Coursera)
• Kotlin Newbie To Pro - Philipp Lackner
• One hour Kotlin guide for beginners - Tutlets Kkang (Udemy)
• Track: Kotlin Basics - Hyperskill, JetBrains (Hyperskill)

Kubernetes

• Fundamentals of Containers, Kubernetes, and Red Hat OpenShift - Zach Gutterman, Richard Allred (edX)
• Kubernetes Core Concepts - KubeAcademy (VMware)
• Kubernetes Course - Bogdan Stashchuk (FreeCoodeCamp)
• Kubernetes Full Course in 7 Hours - Edureka
• Kubernetes Tutorial for Beginners - TechWorld with Nana

Linux

• Fundamentals of Red Hat Enterprise Linux - Chris Caillouet (edX)
• IIEC RISE 1.0 RHCSA8 and Python3 - Vimal Daga
• Introduction To Linux - The Linux Foundation (edx)
• Linux Administration Tutorial Videos - edureka!
• Linux Command Line - Adam Eubankas (Udemy)
• Linux Command Line Tutorial For Beginners - Programming Knowledge
• Linux Tutorial for Beginners - Learn Linux and the Bash Command Line - Ryan Chadwick
• Linux Tutorials and Projects - Jason Cannon (Udemy)
• Red Hat Enterprise Linux Technical Overview - Red Hat Inc. (Udemy)
• The Linux Basics: Beginner to Sysadmin, Step by Step

Lua

• Learn Lua in 15 Minutes - Tyler Neylon (HTML)
• Lua Interactive Crash Course
• Lua Tutorial - Derek Banas

Machine Learning

• AWS Machine Learning Foundations Course - AWS (Udacity)
• Caltech's Learning From data
• Complete Machine Learning Bootcamp - Code for Cause (Youtube)
• Complete Machine Learning in Python playlist - Krish Naik (YouTube)
• Deep Learning Fundamentals - DeepLearning.TV (cognitiveclass.ai)
• Google's Machine Learning Crash Course
• Intro to Machine Learning (Kaggle)
• Intro to Machine Learning Udacity (Udacity)
• Intro to Machine Learning using Microsoft Azure - Microsoft (Udacity)
• Intro to Self-Driving Cars Nanodegree - Cezanne Camacho, Andrew Paster, Anthony Navarro, Tarin Ziyaee, et al. (Udacity)
• Introduction to Machine Learning - MIT Open Learning Library
• Machine Learning (SoloLearn) (account required)
• Machine Learning - Nerd's Lesson
• Machine Learning — Andrew Ng, Stanford University - Andrew Ng
• Machine Learning Recipes with Josh Gordon
• Machine Learning Specialization - Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig (Coursera)
• Machine Learning Tutorial in Python - edureka!
• Machine Learning Tutorial Python | Machine Learning For Beginners - Dhaval Patel
• Machine Learning with Python - Saeed Aghabozorgi (cognitiveclass.ai)
• Machine Learning with Python: Zero to GBMs (Jovian)
• Made with ML - Goku Mohandas (Applied ML · MLOps · Production)
• Mathematics for Machine Learning - Linear Algebra - Imperial College London, Dr David Dye, Dr Sam Cooper
• Mathematics for Machine Learning - Multivariate Calclus - Imperial College London, Dr David Dye, Dr Sam Cooper
• Pattern Recognition and Machine Learning
• PyTorch tutorials - PyTorch.org
• Stanford SEE 229 - Machine Learning
• Stanford University Machine Learning
• Statistics for Applications - MIT OpenCourseWare
• Understand Machine Learning Engineering by Building Projects - Alexey Grigorev

Markdown

• Communicating using Markdown - GitHub Learning Lab (GitHub account or email address required)
• MasteringMarkdown - Wesbos

MATLAB

• Data Processing and Feature Engineering with MATLAB (coursera)
• Image Processing Using Matlab - Rashi Agarwal
• Introduction to Matlab in English - Mohammed Mohammed
• MATLAB for Data Processing and Visualization - Renee Bach
• MATLAB Fundamentals - Erin Byrne
• MATLAB Onramp - Renee Bach
• MATLAB Programming for Numerical Computation NPTEL - Niket Kaisare NPTEL (YouTube)
• MATLAB Programming Techniques - Matt Tearle
• MIT 18.S997 Introduction to MATLAB Programming

Simulink

• Circuit Simulation Onramp - Alisha Schor
• Simulink Fundamentals - Alisha Schor, Zhi Wang
• Simulink Onramp - Alisha Schor

Misc

• Advanced Adobe XD (Web Design) - Adi Purdila
• Computer Graphics
• FindLectures.com - Index of conference talks by language / topic (:card_file_box: archived)
• Introduction to Quantum Computing and Quantum Hardware - Qiskit
• Introduction to Reinforcement Learning with David Silver - David Silver
• MIT Numerical Methods (2014)
• The Art of Code - Dylan Beattie - Dylan Beattie

.NET

ℹ️ See also … C#

Networking

• Computer Networking Course - Brian Farrell (FreeCodeCamp.org)
• Computer Networking Full Course - OSI Model Deep Dive with Real Life Examples - Kunal Kushwaha
• Computer Networks 5e - Andrew Tanenbaum, David Wetherall (Pearson)

Objective-C

• Objective-C for Swift Developers - Gabrielle Miller-Messner (Udacity)

OCaml

• Cornell's Data Structures and Functional Programming
• Introduction to Functional Programming in OCaml

Operating Systems

• Berkeley's CS 162: Operating Systems and Systems Programming
• Berkeley's CS 194: What is an Operating System?
• Operating System - Neso Academy

Perl

• Perl Tutorial
• Perl Tutorial: Basics to Advanced - VLSI Academy

Pharo

• The Pharo MOOC - Damien Cassou, Stéphane Ducasse, Luc Fabresse

PHP

• Laravel 5.8 Tutorial From Scratch - Coder's Tape (2019)
• Laravel From Scratch 2022 | 4+ Hour Course - Traversy Media (YouTube)
• Learn how to program: PHP - Epicodus Inc.
• Learn PHP - registration required
• Learn PHP The Right Way - Full PHP Tutorial for Beginners & Advanced - Program With Gio
• Learn Top Ten Frameworks In PHP By Building Projects - Eduonix Learning Solutions (account or email address required)
• Object-Oriented PHP For Beginners - Dary Nazar (Code with Dary)
• Object Oriented PHP Tutorial - Shaun Pelling (The Net Ninja)
• PHP (& MySQL) Tutorial for Beginners - Shaun Pelling (The Net Ninja)
• PHP & MySQL Tutorial - The Bad Tutorials (2015)
• PHP Basics - Codecourse
• PHP Courses for Beginner - Learn-PHP.org
• PHP for beginners - Dary Nazar (Code with Dary)
• PHP OOP Tutorials - Dani Krossing
• PHP Programming Language Tutorial - Full Course - freeCodeCamp.org (2018)
• PHP Tutorial - TutorialRepublic
• PHP Tutorials - Dani Krossing
• Use PHP to Create an MVC Framework - Full Course - Zura Sekhniashvili (freeCodeCamp.org)

PLC - Programmable logic controllers

• Learning motion control and IO with Beckhoff TwinCAT PLCs - Evan Jensen (YouTube)
• Learning PLCs with Structured Text - Evan Jensen (YouTube)
• PLC programming using TwinCAT 3 - Jakob Sagatowski (YouTube)

Processing

• Learning Processing: A Beginner's Guide to Programming Images, Animation, and Interaction - The Coding Train

Python

• An Introduction to Interactive Programming in Python (Part 1) (Coursera)
• An Introduction to Interactive Programming in Python (Part 2) (Coursera)
• Automate with Python - Full course for Beginners - FreeCodeCamp
• Bento Python Learning Track (Bento)
• Berkeley's Structure and Interpretation of Computer Programs
• Codesdope
• CS50's Introduction to Programming Using Python - David J. Malan (Harvard OpenCourseWare and edX)
• Data Structures And Algorithms In Python - Coding Ninjas
• Django Wednesdays - Codemy.com
• Fork Python (GeeksForGeeks)
• Google's Python Course
• Introduction to Computer Science and Programming (MIT's opencourseware)
• Introduction to Python (Microsoft Docs)
• Introduction to Python Basics for Data Science (DPhi)
• Introduction to Python Programming (Udacity)
• Introduction To Python Programming - Avinash Jain, The Codex (Udemy)
• Introduction to Scripting in Python Specialization (Coursera)
• Learn Python
• Learn Python - Free Interactive Python Tutorial
• Learn Python For Free - Olof Paulson (Scrimba)
• Learn Python From Scratch - MD. Hasanur Rahaman Hasib (Udemy)
• Learn Python Programming - Programiz
• Learn Python Programming - Python Course - Programming With Mosh
• Learn Python Tutorial (Kaggle)
• Learn to program in Python
• Learn to Program: The Fundamentals (Coursera)
• Practical Python: An Immersive Python Course - Nina Zakharenko
• Practical Python Programming - David Beazley
• Problem Solving, Python Programming, and Video Games - Duane Szafron, Paul Lu (Coursera)
• Programming, Data Structures And Algorithms Using Python - Prof. Madhavan Mukund (NPTEL)
• Programming Foundations with Python (Udacity)
• Python 101 – Introduction to Programming - Zenva (Tutorials Point)
• Python 3 (SoloLearn)
• Python And Cryptocurrency: Build 5 Real World Applications Ian Annase (Udemy)
• Python Built in Functions A to Z Tutorial and Examples - Brainy Things
• Python Course
• Python Course from scratch - Olaf Paulson (scrimba)
• Python Data Analysis - Scott Rixner, Joe Warren (Coursera)
• Python for Beginners (Full Course) - Telusko
• Python for Data Science, AI & Development - Joseph Santarcangelo (Coursera)
• Python for Everybody (Coursera Reading Materials with YouTube Videos)
• Python from Scratch - Centre for Education in Math and Computing (University of Waterloo)
• Python GUI's With TKinter - Codemy.com (YouTube)
• Python in 80 minutes - Muhammed Ali Dilek (Udemy)
• Python Learn Course - Colin Morris (Kaggle)
• Python OOP : Object Oriented Programming in Python - Deepali Srivastava (Udemy)
• Python OOP Tutorials - Working with Classes - Corey Schafer
• Python Pandas For Your Grandpa - Ben Gorman
• Python Programming Essentials - Scott Rixner, Joe Warren (Coursera)
• Python Programming From Scratch With Practicals - Sundeep Saradhi Kanthety (Tutorials Point)
• Python Programming Language (Geeks for Geeks)
• Python Programming MOOC 2022 - University of Helsinki
• Python Programming Tutorial
• Python Programming Tutorials - Tech With Tim
• Python Tutorial - Python for Beginners [Full Course] - Moshfegh Hamedani (Programming with Mosh)
• Python tutorial for beginners - ProgrammingWithHarry
• Python Tutorial for Beginners - Learn Python in 5 Hours [FULL COURSE] - Nana Janashia (TechWorld with Nana)
• Python Tutorial For Beginners (With Notes) - ProgrammingWithHarry
• Python Tutorials - Programming with Mosh (YouTube)
• Python Tutorials - Corey Schafer
• Python Tutorials - freeCodeCamp.org
• SoloLearn
• The Python Tutorial
• Using Python for Research (edX Harvard)

Django

• Django 3.0 Crash Course Tutorials | Customer Management App - Dennis Ivy
• Django for Everybody - Charles R. Severence
• Django Tutorial for Beginners - Navin Reddy
• Django tutorial for Beginners - ProgrammingWithHarry
• Django Tutorial for Beginners (2021) - Moshfegh Hamedani (Programming with Mosh)
• Django Tutorials - Corey Schafer
• Django Tutorials for Beginners - Programming With Harry(English)
• Django Wedensdays - Codemy.com (YouTube)
• Python Django Tutorial 2018 for Beginners - Clever Programmer
• Python Django Tutorial 2021 - Dennis Ivy
• Try Django 3.2 - Python Web Development Tutorial Series - Justin Mitchel, CodingEntrepreneurs

Flask

• Flask Fridays - Codemy.com (YouTube)
• Flask Tutorials - Corey Schafer
• Flask Tutorials - Tech with Tim

Jupyter

• Jupyter Tutorials - Emyrrich (Youtube)

QB64

• Game Programming with QB64 - Terry Ritchie

R

• R Basics - R Programming Language Introduction - R-Tutorials Training (Udemy)
• R Programming
• R Programming Tutorial - Barton Poulson (freeCodeCamp)
• R Tutorial For Beginners | Edureka - Edureka!

Redis

• Learning Redis Tutorial - Packt Video
• Redis Beginner Tutorials - Automation Step by Step
• Redis CLI Course - Daily Code Buffer
• Redis Crash Course - CodeWithTim
• Redis Data Types - Redis
• Redis Stack - Redis
• Redis Tutorial for Beginners - ProgrammingKnowledge

Robotics

• Free Robotics Course For School Students Certified Course By Coding Blocks Junior - CodingBlocks Junior
• Introduction to RTOS - Shawn Hymel, Digi-Key (YouTube)
• Robotics 1 - A. De Luca

Ruby

• Agile Development Using Ruby on Rails - Advanced
• Agile Development Using Ruby on Rails - Basics
• An Introduction to Ruby Programming Language - Ali Tourani (HTML, PDF)
• Full Stack Ruby on Rails - The Odin Project
• Learn how to program: Ruby - Epicodus Inc.
• Learn Rails: Quickly Code, Style and Launch 4 Web Apps - Adam Eubanks (Udemy)
• Learn Ruby
• RESTful API with Ruby On Rails 5 - Udemy
• Ruby on Rails a Beginners Guide - Stephen Chesnowitz (Udemy)
• Ruby Tutorial

Rust

• Intro to Rust - Tensor Programming
• Learn Rust from scratch - Educative.io
• Rust Basics - Engineer Man
• Rust Crash Course - Traversy Media
• Rust Programming Tutorial - Tech With Tim
• Rust Projects - Tensor Programming
• Rust Tutorial - Doug Milford
• Take your first steps with Rust - Microsoft.com

Spark

• Learn Spark - David Drummond, Judit Lantos (Udacity)
• Spark Tutorial | Spark Tutorial for Beginners | Apache Spark Full Course - Learn Apache Spark 2020 Great Learning

Scala

• Functional Programming in Scala Specialization

Security

• Computer Systems Security - Prof. Nickolai Zeldovich (MIT OpenCourseWare)
• Ethical Hacking - Hacker101
• Ethical Hacking - Basics (Kali 2021) - Arthur Salmon (Udemy)
• Ethical Hacking - SQL Injection Attack - Sunil K. Gupta, Knowledge Aacademy (Udemy)
• Ethical Hacking for beginners: Beginner to Advance - PaceIT Academy (Udemy)
• Ethical Hacking from Scratch - The Complete Course - DIGIFLAX E-LEARNING (Udemy)
• Ethical Hacking Kali Linux Command Line (CLI) Hands-On - Musab Zayadneh (Udemy)
• Ethical hacking with Hak5 devices - David Bombal (Udemy)
• Foundations of Hacking and Pentesting Android Apps - Scott Cosentino (Udemy)
• Introduction to Dark Web, Anonymity and Cryptocurrency - Rajneesh Gupta (Udemy)
• Introduction to Information Security - Wenke Lee, Mustaque Ahamad, Catherine Gamboa (Udacity)
• Learn Ethical Haacking From Scratch - Uzma Aslam (Udemy)
• Linux for Hackers and Pentesters - Rajneesh Gupta (Udemy)
• Modern Binary Exploitation - RPISEC
• Stanford Cryptography I - Dan Boneh
• Stanford Cryptography II - Dan Boneh
• Start Ethical Hacking with Parrot Security OS (Alt. to Kali) - Seyed Farshid Miri (Udemy)
• The Complete Cyber Security & Hacking Course - INSEC-TECHS (EH Academy)
• WireShark for Ethical Hacking - Musab Zayadneh (Udemy)
• Zero to Hero: A Practical Network Penetration Testing Course - The Cyber Mentor

Software Engineering

• Cypress In 3 Hours - LambdaTest
• Robot Framework Tutorial - Software Testing Mentor
• Selenium Full Course- Learn Selenium in 12 Hours - Edureka
• Selenium WebDriver Tutorial - Software Testing Mentor

Solidity

• Learn Solidity - Will it Scale (YouTube)
• MASTER Solidity for Blockchain - Dapp University (YouTube)
• Solidity 101 - Secureum
• Solidity 201 - Secureum
• Solidity Tutorial - EatTheBlocks
• Solidity Tutorial - A Full Course on Ethereum, Blockchain Development, Smart Contracts, and the EVM - Gregory McCubbin @ freeCodeCamp.org & Dapp University (YouTube)

Swift

• 100 days of Swift - Hacking With Swift
• Build Great IOS Apps (Swift) - Hamad Fouad (Udemy)
• Data Structures and Algorithms in Swift - Udacity
• How To Make An App For Beginners (iOS/Swift - 2019) - Chris Ching (Udemy)
• iOS Development Course - Use Swift 5 and UIKit to Build a Netflix Clone - freeCodeCamp.org
• Learn Swift - CodeWithChris
• Learn Swift 4 - Registration required
• Server-Side Swift - Jarrod Parkes, Nic Jackson (Udacity)
• Swift 5 for Beginners - iOS Academy
• Swiftris - Build an iOS Tetris app from scratch
• What Is Swift UI? Easy Steps Building Your first SwiftUI app - Matthew Harding (Udemy)

Vapor

• Vapor University

System Design

• System Design - Gaurav Sen
• System Design Primer Course - sudoCODE

Terraform

• terraform + AWS - Rohit Abraham (Udemy)
• Terraform + GCP - Rohit Abraham (Udemy)
• Terraform 101 - Jacob Jones (Udemy)
• Terraform on Azure - Basic Tutorial - Rahul Sawant (Udemy)
• Terraform Tutorial for Beginners - KodeKloud
• Terraform tutorial for beginners Videos in English by Techworld with Murali - Murali
• Terraform Tutorials - Narendra

Theory

• Automata Theory
• Formal Languages & Automata Theory - Lalit Vashistha
• Intro to Theoretical Computer Science (Udacity)

TypeScript

• Beginner's Typescript - Matt Pocock
• ES6 and Typescript Tutorial - Codevolution, Vishwas Gopinath (YouTube)
• Introduction to TypeScript - Daniel Stern (Udemy)
• Learn TypeScript - (CodeAcademy)
• TypeScript Course for Beginners- Learn TypeScript from Scratch! - Academind (Youtube)
• TypeScript Fast Crash Course - Edwin Diaz, Coding Faculty Solutions (Udemy)
• TypeScript Tutorial for Beginners - 2022 - Programming with Mosh (Youtube)

Angular

ℹ️ See also … AngularJS

• Angular 12 / 13 tutorial - Code Step By Step
• Angular 12 Course - Slobodan Gajic
• Angular 6 Tutorials - codedamn (YouTube)
• Angular Complete Course Guide - Leela Web Dev (YouTube)
• Angular Courses - Moshfegh Hamedani (Programming with Mosh)
• Angular Crash Course 2021 - Brad Traversy, Traversy Media (YouTube)
• Angular Fast Crash Course - Edwin Diaz, Coding Faculty Solutions (Udemy)
• Angular for Beginners - Angular University (Udemy)
• Angular Tutorial For Beginners - Codevolution (YouTube)
• Angular Tutorial for Beginners - Web Framework with Typescript Course - Slobodan Gajic, freeCodeCamp
• Learn Angular 5 from Scratch - Gary Simon (Udemy)

Deno

• Deno Beginner - Ahmad Awais (email address required)
• Deno Course - Better than Node.js? - The Codeholic, freeCodeCamp (YouTube)

Verilog / VHDL / SystemVerilog

• nand2tetris - Shimon Schocken, Noam Nisan (Coursera)
• SOC Verification Using SystemVerilog
• SystemVerilog - Learn basics of SystemVerilog for Hardware Verification
• SystemVerilog based UVM Methodology - Learn to build UVM based Testbenches in SystemVerilog

Web Development

• ASP.NET Core Tutorial For Beginners - Venkat (Pragim Technologies)
• Command Line Power User - for web developers - WesBos (email address required)
• Create a Professional Website with Velo by Wix - Codecademy
• CS50’s Web Programming with Python and JavaScript - Brian Yu, David J. Malan (edX Harvard CS50)
• Developing for Web Accessibility - World Wide Web Consortium Web Accessibility Initiative
• Discover Flask - Full Stack Web Development with Flask
• Essential Nextjs Typescript Tailwind Stack - Fireship, Ben Awad, Traversy Media, Devs Force
• Flask(A Python Microframework) Tutorial
• Foundations of Front End Web Development - Davide Molin (Udemy)
• Frontend UI Development with React - Jeff Delaney, Fireship.io (YouTube)
• Full Stack Foundations - by AWS on Udacity
• Full stack open - University of Helsinki, Houston Inc., Terveystalo, Elisa, K-ryhmä, Unity Technologies, Konecranes
• How to Meet Web Content Accessibility Guidelines (Quick Reference) - W3C Web Accessibility Initiative
• Introduction to Professional Web Development in JavaScript - Chris Bay, Jim Flores, Blake Mills, Sally Steuterman, Paul Matthews, Carly Langlois (The LaunchCode Foundation)
• Java Web Development - Chris Bay, Jim Flores, Carly Langlois, Sally Steuterman (The LaunchCode Foundation)
• Learn web development - Mozilla Contributors
• Programming & Web Development Crash Course - Traversy Media
• Python Web Scraping & Crawling using Scrapy
• React Fundamentals - The Complete Guide For Beginners - Kerim Abdelmouiz (Udemy)
• The GraphQL Apollo (with ReactJS, NodeJS and MongoDB) - Mohd. Raqif Warsi (Udemy)
• The Odin Project - Learn Web Development for Free
• Web Basics - Centre for Education in Math and Computing (University of Waterloo)
• Web Development Course - MigraCode Barcelona
• Web Development for Beginners - A Curriculum - Microsoft
• Web Development Tutorials for Beginners - LearnCode.academy
• Web Information Retrieval - L. Becchetti, A. Vitaletti (University of Sapienza Rome)
• Web Programming - Centre for Education in Math and Computing (University of Waterloo)

Web3

ℹ️ See also … Blockchain, Solidity

• Learn Blockchain, Solidity, and Full Stack Web3 Development with JavaScript – 32-Hour Course - Patrick Collins (freeCodeCamp)

YAML

• Complete YAML Course - Beginner to Advanced for DevOps and more! - Kunal Kushwaha

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Still need a motivation to get started today? Here you go:

• “I don't think much of a man who is not wiser today than he was yesterday.” — Abraham Lincoln
• “Anyone who stops learning is old, whether at twenty or eighty.” — Henry Ford
• “The beautiful thing about learning is that nobody can take it away from you.” ― B.B. King
• “An investment in knowledge pays the best interest.” — Benjamin Franklin

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Stay connected for any mentorship or guidance throughout your learning journey:

Muhammad Asadullah 🙏

• https://linkedin.com/in/asadravian
• https://dev.to/asadravian
• https://medium.com/@asadravian
• https://github.com/asadravian
• https://twitter.com/asadRavian7
• https://stackoverflow.com/users/5323892/asadullah
• https://adplist.org/mentors/muhammad-asadullah-ravian (book 1-1 free online coaching session)
• https://asad.blog

Best wishes!! just do it and leave no regrets!! 🔥