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* fix: Remove broken link for The Python Game Book Removed the entry for 'The Python Game Book' by Horst Jens as the archived link returns 404 errors and the original site is no longer accessible (403 forbidden). Fixes #12663 * fix: Remove SoloLearn course links due to access restrictions Removed all SoloLearn course links as the platform now requires completing previous exercises before accessing new content, which violates the principle of free and open access to educational resources. This affects the following sections: - C# (Learn C#) - C++ (Sololearn C++) - Data Science (Learn Data Science) - Database (SQL) (Learn SQL) - Java (Learn Java) - JavaScript / React (Learn React + Redux) - Machine Learning (Machine Learning) - PHP (Learn PHP) - Python (Python Tutorials) - Swift (Learn Swift 4) Fixes #12660
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Index
- 0 - MOOC
- Algorithms & Data Structures
- Android
- APL
- Artificial Intelligence
- Assembly
- AutoIt
- Ballerina
- Bash / Shell
- Blockchain
- C
- C#
- C++
- Clojure
- Cloud Computing
- Compilers
- Computer Organization and Architecture
- Computer Science
- Cryptography
- CUDA
- Cypress
- Dart
- Data Science
- Databases
- Deep Learning
- DevOps
- Digital Electronics
- Docker
- Elastic
- Flutter
- Fortran
- Game Development
- Git
- Go
- Graph Theory
- Haskell
- HTML and CSS
- IDE and editors
- iOS
- Java
- JavaScript
- Julia
- Kotlin
- Kubernetes
- Linux
- Lua
- Machine Learning
- Markdown
- Matlab
- Misc
- .NET
- Networking
- Objective-C
- OCaml
- Operating Systems
- Perl
- Pharo
- PHP
- PLC - Programmable logic controllers
- Processing
- Python
- QB64
- R
- Redis
- Robotics
- Ruby
- Rust
- Scala
- Security
- Software Engineering
- Solidity
- Spark
- Swift
- System Design
- Terraform
- Theory
- UI/UX
- Verilog / VHDL / SystemVerilog
- Web Development
- Web3
- Windows Phone
- WordPress
- YAML
0 - MOOC
- class central
- Codecademy
- Coursera
- Datacamp
- DevDocs
- edX
- freeCodeCamp
- FutureLearn
- Hyperskill
- Khan Academy
- LabEx
- Learning SAP
- LearnWeb3 DAO | Become a Web3 Developer for Free
- MIT OCW
- MOOC.fi
- NPTEL
- openHPI
- Platzi
- Roadmap.sh
- The Odin Project
- 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
- C Programming & Data Structures - Neso Academy
- Codechef Solutions - Endeavour Monk
- Computer Sc - Programming and Data Structure - P.P. Chakraborty
- CS Tutorials - Michael Sambol
- Data Structure and Algorithm - Lalit Vashistha
- Data Structures - mycodeschool
- Data Structures - Niema Moshiri, Liz Izhikevich (Stepik)
- Data Structures - Neso Academy
- Data Structures - RobEdwards
- 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 - Naveen Garg (NPTEL)
- 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
- Dynamic Programming Playlist | Interview Questions | Recursion | Tabulation | Striver | C++ | Java | DSA | Placements - take U forward
- ECS 36C: Data Structures, Algorithms, and Programming - Joël Porquet-Lupine
- Graph Series by Striver | C++ | Java | Interview Centric | Algorithms | Problems - take U forward
- Graph Theory playlist - WilliamFiset
- IIT Bombay Foundation of Data Structures (CS213.1x)
- 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
- MIT's Introduction to Algorithms (SMA 5503) (Fall 2005) - Charles Leiserson, Erik Demaine
- MIT's Introduction to Algorithms (Spring 2020) - Erik Demaine, Jason Ku, Justin Solomon
- 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
- Sorting Algorithms - Amulya's Academy
- Stanford University Algorithms: Design and Analysis, Part 1
- Stanford University Algorithms: Design and Analysis, Part 2
- Strivers A2Z-DSA Course | DSA Playlist | Placements - take U forward
- Tree Algorithms - WilliamFiset
- Trees by Striver | C++ | Java | Placements | Binary Trees and Traversals | Problems - take U forward
Soft Computing
- Introduction To Soft Computing - Computer Science and Engineering
- Introduction To Soft Computing - Introduction To Soft Computing - IITKGP
- Learn and Grow - Learn and Grow
Android
- Android App Development for Beginners Playlist - Bucky Roberts (thenewboston)
- Android App Development Tutorial for Beginners (2020) | Complete Guides and Courses - tutorialsEU
- Android Basics with Compose - Google Developers Training
- Android Developer Fundamentals (Version 2) — Codelab
- Android Developer Fundamentals (Version 2) — Concepts
- Android Development for Beginners - Full Course - freeCodeCamp.org
- Android Development Tutorials - GeeksforGeeks
- Android Performance (Udacity)
- Android Tutorial for Beginners - Telusko
- 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)
- 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
- Jetpack Compose for Android Developers - Google Developers Training
- Learn Android Application Development for Beginners - Johan Jurrius, ProgramMe Programming (Udemy)
- Learn Android in 9 Hours (Edureka)
- Material design
- MVVM Image Search App with Architecture Components & Retrofit - Florian Walther ( Coding in flow )
- MVVM NewsApp, Retrofit, Room, Coroutines, Navigation Components - Philipp Lackner
- MVVM Spotify Clone - Philipp Lackner
- MVVM To-Do List App with Flow and Architecture Components - Florian Walther ( Coding in flow )
- Pokédex App with Jetpack Compose - Phillipp Lackner
- 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 ( 🚧 in process)
- APL Cultivation - Adám Brudzewsky
- Dyalog APL Tutor - Dyalog
- Learn APL with Neural Networks - Rodrigo Girão Serrão
Artificial Intelligence
- Agents Course - Hugging Face
- AI Courses - Intel Corporation
- AI Fundamentals - Microsoft Azure (Udacity)
- AI Python for Beginners - Andrew Ng (DeepLearning.ai)
- Aml-2018 Ambient Intelligence - Fulvio Corno, Luigi De Russis, Alberto Monge Roffarello @ Politecnico di Torino
- Artificial Intelligence on Google Cloud Platform - Srivatsan Srinivasan @ AIEngineering
- Artificial Intelligence Search Methods For Problem Solving - nptelhrd
- AWS Certified AI Practitioner (AIF-C01) - Andrew Brown (FreeCodeCamp)
- Community Computer Vision Course - Hugging Face
- CS50’s Introduction to Artificial Intelligence with Python - Brian Yu, David J. Malan (Harvard OpenCourseWare and edX)
- Deep Reinforcement Learning Course - Hugging Face
- Diffusion Course - Hugging Face
- Elements of AI - University of Helsinki, Reaktor
- Have fun Staying Home And Learning AI - SHALA2020 - IIT BOMBAY
- IBM AI Engineering Professional Certificate - Romeo Kienzler, Saeed Aghabozorgi, Joseph Santarcangelo, Alex Aklson et al. (Coursera)
- Intro to Claude AI - Shant Dashjian (Scrimba)
- Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - DeepLearning.ai (Coursera)
- LLM Course - Hugging Face
- MCP Course - Hugging Face
- MIT Deep Learning and Artificial Intelligence Lectures - Lex Fridman, et al.
- MIT FUTURE OF AI 6.S087: Foundation Models & Generative AI - Rickard Gabrielsson (MIT OpenCourseWare)
- MIT's Artificial Intelligence - Patrick Henry Winston (MIT OpenCourseWare)
- NLP Course - Hugging Face
- NYU Artificial Intelligence SP24 - Alfredo Canziani, Ernest Davis
- Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2019 - Stanford Online
Generative AI
- CS236: Deep Generative Models - Stefano Ermon (Stanford Online)
- Deep Generative Models - Volodymyr Kuleshov
- Foundation Models and Generative AI - Rickard Gabrielsson (MIT OpenCourseWare)
- Generative AI for Beginners (.NET Edition) - Microsoft (GitHub)
- LangChain & Vector Databases in Production - Activeloop (account required)
- LangChain for LLM Application Development - Harrison Chase, Andrew Ng (DeepLearning.AI)
- Retrieval Augmented Generation for Production with LangChain & LlamaIndex - Activeloop (account required)
- Training & Fine-Tuning LLMs for Production - Activeloop (account required)
- Understanding Large Language Models — Foundations and Safety (CS 194/294-267) - Responsible Decentralized Intelligence (UC Berkeley EECS)
Assembly
- Assembly Language complete course - Exceptional Programmers
- Assembly Language Programming - Rasmurtech
- Assembly Language Programming - Alison (HTML)
- Binary Exploitation / Memory Corruption by LiveOverflow - LiveOverflow
- 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
- AutoIt Tutorials - 403forbidden403
- The Basics AutoIt Tutorial - MrAutoIt
Ballerina
- [Introductory]Integration with Ballerina - Shafreen Anfer
- Ballerina Code to Cloud - Anjana Supun
- Ballerina Integrated Query Basics - Sasindu Alahakoon
- Ballerina Programming Language Basics - Sasindu Alahakoon
- Ballerina Tables Basics - Sasindu Alahakoon
- Package Management in Ballerina - Asma Jabir
- Testing in Ballerina - Fathima Dilhasha
- XML Manipulation in Ballerina - Gimantha Bandara
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
- Shell Scripting Tutorial - The Bad Tutorials
- Shell Scripting Tutorial | Shell Scripting Crash Course | Linux Certification Training | Edureka - edureka!
- Shell Scripting Tutorial for Beginners - ProgrammingKnowledge
Blockchain
- Assembly and Formal Verification - Cyfrin Updraft
- BerkeleyX: Blockchain Technology - Rustie Lin and Nadir Akhtar
- 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
- Ethereum Developer Bootcamp - Alchemy University
- Flow Course - LearnWeb3
- Free Blockchain Development Courses - Dapp University
- Learn Blockchain - Roomyan
- Smart Contract Security - Cyfrin Updraft
- Solidity, Blockchain, and Smart Contract Course – Beginner to Expert Python Tutorial - Patrick Collins (freeCodeCamp.org)
C
- C Language Tutorial for Beginners (With Notes) - ProgrammingWithHarry
- C Language Tutorial Videos - Naresh i Technologies
- C Programming - Jaspreet Singh (Neso Academy)
- C Programming & Data Structures - Sujeet Singh (Neso Academy)
- C Programming 2021: Master The Basics! - Ali Badran (Udemy)
- C Programming and Assembly Language - NPTEL NOC IITM
- C Programming for Beginners - Programiz
- C Programming Tutorial - The Bad Tutorials
- C Programming Tutorial for Beginners - Mike Dane (freeCodeCamp)
- C Programming Tutorial for Beginners - Telusko
- C Programming Tutorials for Beginners (Complete Series) - ProgrammingKnowledge
- C tutorial for beginners - Bro Code
- Learn C Programming - Programiz (HTML)
- Programming in C - Jenny's lectures CS/IT NET&JRF
- The Arduino Platform and C Programming - Ian Harris (Coursera)
C#
- ASP.NET Core 2.2 & 3 REST API Tutorial - Nick Chapsas
- Build .NET applications with C# - Bob Tabor (Microsoft)
- Build mobile and desktop apps with .NET MAUI - James Montemagno (Microsoft)
- Building a microservice architecture with ASP.NET Core - Gill Cleeren - NDC London 2022 - Gill Cleeren
- C# 101 - Scott Hanselman, Kendra Havens (Microsoft)
- C# for Beginners - Dotnet
- C# Full Course for free - Bro Code
- C# Programming All-in-One Tutorial Series (6 HOURS!) - Caleb Curry
- C# Programming Language (Console Applications) - Learning Never Ends
- 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
- Foundational C# with Microsoft Certification - freeCodeCamp, Microsoft (HTML)
- Fundamentals of Programming: Understanding C# - Jesse Dietrichson (Udemy)
- Learn C# - Codecademy
C++
- Algorithms - Abdul Bari
- An Introduction to C++ Programming - (Udemy)
- C++ - The Cherno
- C++ Compilation, Linking, and Makefiles - Amy Larson
- C++ For Programmers - Catherine Gamboa (Udacity)
- C++ Full Course for free - Bro Code
- C++ GUI applications (beginner to advanced) - Saldina Nurak (CodeBeauty)
- C++ Object-Oriented Programming - Saldina Nurak (CodeBeauty)
- C++ Programming - Neso Academy
- C++ Programming - Kody Simpson
- C++ Programming Course - Beginner to Advanced - Daniel Gakwaya (freeCodeCamp)
- C++ Programming Language - C++ Tutorial - Naresh i Technologies
- C++ Programming Tutorial for Beginners (For Absolute Beginners) - ProgrammingKnowledge
- C++ Tutorial - The Bad Tutorials
- C++ Tutorial For Beginners - CppNuts
- 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)
- C++ Tutorials - Caleb Curry
- Google's C++ Course
- Introduction to C++ (MIT's OpenCourseWare)
- Introduction to C++ - Microsoft (edX) ( 🗃️ archived)
- Introduction to Programming through C++ - NPTEL
- Learn C++ With Me - Tech With Tim
Clojure
- Clojure language Tutorial - for Beginners - it learning
- Clojure Tutorial - Derek Banas
- Functional Programming with Clojure
- Poetry of Programming - Clojure for Beginners - Attila EGRI-NAGY
Cloud Computing
- A Practical Introduction to Cloud Computing - Neil Anderson
- Cloud Computing (CC) - OU Education
- Cloud Computing and Development - Ashwin Kumar Ramaswamy (UAceIt) (email address required)
- Cloud Computing Full Course In 11 Hours | Cloud Computing Tutorial For Beginners - Edureka!
- Cloud Computing Tutorial For Beginners - 2023 Updated - Simplilearn
- Introduction to Cloud - CognitiveClass.ai
- NPTEL-CloudComputing - Manish Narula
AWS
- AWS Certified Cloud Practitioner Course (2020-2023) - Stephane Maarek
- AWS Certified Cloud Practitioner Course (CLF-C02)(2024) - Andrew Brown (FreeCodeCamp)
- AWS Cloud Complete Bootcamp Course - Andrew Brown (FreeCodeCamp)
- AWS Power Hour: Architecting - AWS
- AWS Tutorial For Beginners - Simplilearn
- AWS Zero to Hero - Abhishek Veeramalla
- Cloud Computing Basics with AWS - Trailhead (Salesforce) (email address required)
- Deploying Spring Boot Applications With AWS ECS Fargate (Free Course) - Chinthaka Dinadasa (javatodev)
- How to Build AWS VPC Using Terraform – Step By Step - Chinthaka Dinadasa (javatodev)
Azure
- Azure Administrator Certification - freeCodeCamp
- Azure Full Course - Intellipaat
- Azure Fundamentals - Tech Tutorial with Piyush
- Microsoft Azure Fundamentals - Adam Marczak
- Microsoft Certified: Azure Fundamentals - Microsoft
GCP
- Google Cloud Essentials - Google Cloud Tech
- Google Cloud Platform Full Course - Scalar
- Learn Google Cloud - Cloud Advocate
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
- Compilers - Ghassan Shobaki
- Stanford's Compilers - Alex Aiken
Computer Organization and Architecture
- Advanced Computer Architecture - Smruti R. Sarangi
- Computer Organization & Architecture - Engineering Funda
- Computer Organization & Architecture (COA) - Neso Academy
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)
- Design of Computer Programs - Peter Norvig (Udacity)
- 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
- Cryptography & Network Security - Neso Academy
- Cryptography Lecture Series - Christof Paar
- Foundations of Cryptography - NPTEL Indian Institute of Science, Bengaluru
- Stanford Cryptography I - Dan Boneh
Cuda
- CUDA Crash Course - CoffeeBeforeArch
- CUDA Programming Course – High-Performance Computing with GPUs - Elliot Arledge (FreeCodeCamp)
- CUDA Tutorials - Creel
Cypress
- Cypress Course Playlist - JoanMedia
- Cypress Official Course - Best Documnetation - Cypress.io
- Test Automation - Cypress Tutorial - Elliot Arledge (FreeCodeCamp)
Dart
- Dart Course for Beginners (Udemy)
- Dart Programming in 4 hours | Full beginners tutorial - Mike Dane
- 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
- 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
- Applied Data Science with Python - CognitiveClass.ai
- Big Data Engineering Course - Data Engineering
- 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
- Data Cleaning - Rachael Tatman (Kaggle)
- Data Engineering - Kahan Data Solutions
- Data Engineering Zoomcamp - DataTalks.Club
- 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
- How to Build an AI: The Chronicles of Jobot - Jovian
- IBM Data Science Professional Certificate (Coursera)
- Intro to Data Analysis - Udacity
- Introduction to Data Science - Alison
- Introduction to Data Science - SkillUp by Simplilearn
- Introduction to Data Science in Python - Christopher Brooks (Coursera)
- Introduction to Data Science with python - Pavlos Protopapas (edX HarvardX)
- 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
- Time Series Modelling and Analysis - AIEngineering
Databases
- 15-721 Advanced Database Systems (Spring 2023) - CMU Database Group
- CMU Intro to Database Systems - CMU Database Group
- Database Design and Management - Visual Paradigm (Udemy)
- Database Management System | CS & IT | GATE 2024 - Gate Wallah English
- Database Management Systems - Partha Pratim Das (IIT Madras B.S. Degree Programme)
- Database Management Systems - Neso Academy
- Database Systems (MIT's opencourseware)
- Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis) - Professor Immanuel Trummer, freeCodeCamp.org
- Databases in Depth - Keerti Purswani
- DBMS for GATE Exams - Tutorialspoint
- DML Server Administration (Alison)
- Introduction to Databases (Stanford University)
- Introduction to the Fundamentals of Databases (Simplilearn)
- Learn SQL Basic for Data Science Specialisation (Coursera)
NoSQL
- Datastax Academy (Apache Cassandra) - Datastax Inc. (email address required)
- Introduction to MongoDB - MongoDB University (registration required)
- MongoDB University - MongoDB, Inc. (email address required)
- Neo4j (Graph Database) Crash Course - Laith Academy
- Neo4j Graph Database Tutorial - Satish C J
- NoSQL Tutorial for Beginners - by Telusko
- Redis University - Redis Inc. (email address required)
SQL
- CS50’s Introduction to Databases with SQL - Carter Zenke, David J. Malan (Harvard OpenCourseWare and edX)
- 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: SQL Tutorial for Beginners - Programiz
- MySQL for Developers - Aaron Francis (PlanetScale)
- MySQL Playlist - Krish Naik
- MySQL Tutorial for Beginners [Full Course] - Moshfegh Hamedani (Programming with Mosh)
- SQL Foundations - Sagar Uppuluri (Udemy)
- SQL NPTEL
- 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
- Deep Learning with PyTorch: Zero to 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
- Deep Reinforcement Learning Course - Hugging Face
- Exploring Fairness in Machine Learning for International Development - Richard Fletcher, Daniel Frey, Mike Teodorescu, Amit Gandhi, Audace Nakeshimana (MIT OpenCourseWare)
- Full Stack Computer Vision Tutorial with Tensorflow, Python, Tensorflow.JS with React.JS - Nicholas Renotte
- Hugging Face NLP Course - Hugging Face
- 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
- Neural Networks / Deep Learning - StatQuest by Josh Starmer
- Neuromatch Academy: Deep Learning - Neuromatch Academy
- NYU Deep Learning SP21 - Alfredo Canziani
- NYU Deep Learning SP22 - Alfredo Canziani
- OpenCV Bootcamp - OpenCV University
- Practical Deep Learning For Coders taught - Jeremy Howard
- Practical Deep Learning for Coders, v3 (using fastai library)
- PyTorch Bootcamp - OpenCV University
- Recurrent Neural Network - Coding Lane
- Self-Paced Courses for Deep Learning
- Stanford CS 224N: Natural Language Processing with Deep Learning (Stanford Online)
- Stanford CS230: Deep Learning (Stanford Online)
- Stanford CS234: Reinforcement Learning - Emma Brunskill
- UC Berkeley CS 188: Introduction to Artificial Intelligence - Dan Klein
- Unsupervised Feature Learning and Deep Learning
DevOps
- AWS DevOps Engineer Learning Plan - AWS
- Complete DevOps Zero to Hero Course - Abhishek Veeramalla
- DevOps Bootcamp - Kunal Kushwaha
- DevOps from Zero to Hero: Build and Deploy a Production API - Adrian Hajdin (JavaScript Mastery)
- DevOps Full Course - Simplilearn
- DevOps Tutorial for Beginners - Intellipaat
- DevOps Tutorial for Beginners | Learn DevOps in 7 Hours - Full Course | DevOps Training | Edureka - Edureka
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)
- Getting Started with Ansible - Learn Linux TV
- 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 | Step-by-Step for Complete Beginners - Raghav Pal (Udemy)
- Jenkins Tutorial (Great Learning)
- Jenkins Tutorial Step by Step - The Testing Academy
- Jenkins Tutorial Video [2022 updated] - Simplilearn
- Jenkins Zero to Hero - Abhishek Veeramalla
Digital Electronics
- Digital Electronics - Neso Academy
- Digital Electronics - Ekeeda
- Digital Electronics for GATE - Tutorials Point India Ltd.
Docker
- Complete Docker Course - From BEGINNER to PRO! - DevOps Directive
- Deploying Containerized Applications Technical Overview - Red Hat
- Docker - Raghav Pal
- Docker and Kubernetes Complete Tutorial - Analytics Excellence
- Docker Crash Course Tutorial - Net Ninja
- 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
- Basic Development With Flutter - Muhammad Noman
- Build Apps with Flutter - Google for Developers
- Flutter & Firebase App Build - The Net Ninja
- Flutter Bloc Tutorial For Beginners | BLoC Architecture/Pattern & State Management Explained - Rivaan Ranawat
- Flutter Clean Architecture Full Course For Beginners - Bloc, Supabase, Hive, GetIt - Rivaan Ranawat
- Flutter Course for Beginners - 37 hour - freeCodeCamp.org
- Flutter Crash Course - Nick Manning (account required)
- Flutter State Management Course - Vandad Nahavandipoor
- 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
- Getting Started With Flutter - Muhammad Noman
- The Complete Dart & Flutter Developer Course | Full Tutorial For Beginners to Advanced - Rivaan Ranawat
Fortran
- Fortran Programming Tutorials (Revised) - Fluidic Colours
- Fortran Tutorial - Derek Banas
- Fortran Tutorial - Any Learn Nepal
- Fortran Video Tutorials - Cyprien Rusu
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
- Learn Unity - Beginner's Game Development Tutorial - freeCodeCamp.org
- 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)
- Collaborate with others with Markdown and GitHub Pages - Microsoft Learn
- Complete Git and GitHub Tutorial - Kunal Kushwaha
- Foundations of Git - Certification Course - Axosoft (GitKraken) (account or email address required)
- Gentle Introduction to Git and GitHub - Deborah Kurata
- Git - Gwendolyn Faraday
- Git & GitHub - Briana Marie, freeCodeCamp.org
- Git & GitHub - Raghav Pal, Automation Step by Step
- Git & GitHub Complete Guide (Udemy)
- Git & GitHub Crash Course - Kalob Taulien (Udemy)
- Git & GitHub Tutorial for Beginners (The Net Ninja)
- Git and GitHub for Poets
- Git: Become an Expert in Git & GitHub in 4 Hours - Jad Khalili (Udemy)
- 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
- Git How To - Alexander Shvets
- Git Tutorial - Learn Command-line Git & GitHub - LearnWebCode
- Git Tutorial for Beginners: Learn Git in 1 Hour - Moshfegh Hamedani (Programming with Mosh)
- Introduction to Git and GitHub - Google (Coursera)
- Introduction to version control with Git - Microsoft Learn
- Learn Git with Bitbucket Cloud - Atlassian
Go
- A Tour Of Go
- Building Microservices with Go
- DevOps BootCamp - Jefferson Otoni Lima, et al.
- Go / Golang Crash Course - Traversy Media
- Go Programming Language Tutorial - ProgrammingKnowledge
- Golang - GeeksforGeeks
- Golang | Gin HTTP Framework - Pragmatic Reviews
- Golang basics - Golang dojo
- Golang in under an hour - Eli Goldberg
- 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
Graph Theory
- Graph Theory - Soumen Maity (Graph Theory)
- Graph Theory - Wrath of Math
- Graph Theory - Prof. Soumen Maity (NPTEL)
- Graph Theory - DM - SCCI Labs IIT Ropar
- Graph Theory Playlist - WilliamFiset
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)
- Build web pages with HTML and CSS for beginners - Microsoft Learn
- 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
- CSS Flexbox - Mastering the Basics - Vishwas Gopinath (Udemy)
- CSS Grid - Wesbos
- CSS Tutorial - The Bad Tutorials
- CSS Tutorials - Dev Ed
- CSS3 tutorial for beginners | Learn CSS3 - Udemy
- Flexbox in 30 Days - Samantha Ming
- Gentle Introduction to CSS for Beginners - Deborah Kurata
- Gentle Introduction to HTML for Beginners - Deborah Kurata
- Get to know HTML Learn HTML Basics - Laurence Svekis (Udemy)
- HTML & CSS - Brad Traversy, Traversy Media
- HTML & CSS Crash Course - The Net Ninja (Shaun Pelling)
- HTML & CSS Crash Course Tutorial For Beginners - EJ Media
- HTML and CSS Crash Course - Kevin Powell (scrimba)
- HTML and CSS Crash For Beginner - Kevin Powell
- HTML and CSS Tutorials - Dani Krossing
- HTML Tutorial
- HTML Tutorial For Beginners (With Notes) - ProgrammingWithHarry
- HTML5 and CSS3 Fundamentals - Stone River eLearning (Udemy)
- Learn CSS - Codecademy
- Learn CSS Grid - Per Harald Borgen (Scrimba)
- Learn Flexbox - Per Harald Borgen (Scrimba)
- Learn how to program: CSS - Epicodus Inc.
- Learn HTML - Codecademy
- Learn HTML and CSS (BitDegree)
- Learn HTML and CSS with 5 projects - Per Harald Borgen (Scrimba)
- Learn HTML5 Programming From Scratch
- Learn to style HTML using CSS
- Responsive Web Design with HTML5 and CSS3 - Advanced - Udemy
- Sass Tutorial - Build Your Own CSS Library - The Net Ninja
- Structuring the web with HTML
- Tailwind CSS Full Course for Beginners - Dave Gray
- Tailwind CSS Tutorial - The Net Ninja
- TailwindCSS Tutorial - Code With Dary
- Web Development By Doing: HTML / CSS From Scratch - Udemy
- Web Development for Beginners - Microsoft Learn
- 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
- Bootstrap tutorial for beginners - kudvenkat
- Complete Bootstrap 4 course - build 3 projects - Igneus Technologies (Udemy)
- Complete Bootstrap Crash Course | Bootstrap 4 Tutorial - Julio Codes
- Gentle Introduction to Bootstrap 5 for Beginners - Deborah Kurata
- Introduction to Bootstrap - A Tutorial - Microsoft via edX (Class Central)
- Learn Bootstrap - Scrimba
- 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
- 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
- Get Started with iOS Development (iOS 13, Swift 5) - London App Brewery
- How to Make an App in 8 Days - CodeWithChris
- 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
IDE and editors
- Vim As Your Editor - ThePrimeagen
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)
- Hibernate Tutorial for Beginners - Telusko (Navin Reddy)
- Introduction to Java
- Introduction to Java + DSA - Kunal Kushwaha
- Java + DSA + Interview Preparation Course - Kunal Kushwaha
- Java AWT - Abdul Bari
- Java Beginner - Coding with John
- Java Complete Course - Placement Series - Apna College
- 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 - Abdul Bari
- Java Programming - Angie Jones (Applitools)
- Java Programming - University of Helsinki
- Java Programming - Neso Academy
- Java Programming - Kody Simpson
- 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
- Java Tutorial for Beginners - Programming with Mosh
- Java Tutorial For Beginners - Tarun Luthra
- Java Tutorial For Beginners - Telusko
- 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 Programming - Programiz
- Learn Java Programming - Java for Testers and Developers - Pavan Kumar (Udemy)
- Most Asked Core Java Frequently Asked Questions - Code Decode
- Object Oriented Programming (OOP) In Java Course - Kunal Kushwaha
- Object-Oriented programming with Java, part I - University of Helsinki
- Object-Oriented programming with Java, part II - University of Helsinki
- RestFul Web Service in Java - Telusko (Majrul Ansari, Navin Reddy)
- Servlet & JSP Tutorial Full Course - Telusko (Navin Reddy)
- Software Construction in Java - MIT Open Learning Library
- Spring 5 Core - An Ultimate Guide - Somnath Musib (Udemy)
- Spring Boot Tutorials - Daily Code Buffer (Shabbir Dawoodi)
- Spring Boot Tutorials Full Course - Telusko (Navin Reddy)
- What is Java? - Elucian Moise (Sage-Code)
JavaScript
- 30 Days, 30 JavaScript Projects For Beginners to Practice - GreatStack
- Asynchronous Programming: The End of The Loop - Jafar Husain
- Beginner's Series to: JavaScript - Microsoft Developer
- Bento JavaScript Learning Track (Bento)
- Bun JS Tutorials for Beginners - TechWebDocs
- Creative Coding for Complete Beginners - Algorithmic Art
- Cycle.js Fundamentals - André Staltz
- ES6 and Typescript Tutorial - Codevolution, Vishwas Gopinath
- Functional Programming in JavaScript - Mattias Petter Johansson «Fun Fun Function»
- Gentle Introduction to JavaScript - Deborah Kurata
- Intro to JavaScript ES6 programming
- Intro To JavaScript Unit Testing & BDD - Traversy Media
- Introduction to ES6+ - Dylan C. Israel (Scrimba)
- JavaScript Algorithms and Data Structures - freecodecamp
- JavaScript Array Methods - Florin Pop
- JavaScript Coding Challenges - Florin Pop
- JavaScript Course - The Odin Project
- Javascript course - Hitesh Choudhary
- Javascript Essentials - Lawrence Turton (Udemy)
- Javascript Essentials 1 (JSE) - (Cisco Networking Academy)
- Javascript Fundamentals - Bharath Thippireddy (Udemy)
- JavaScript Leetcode - Endeavour Monk
- JavaScript Mini Course 2020 - Kalob Taulien (Udemy)
- JavaScript Projects For Beginners | Easy To Advance - Tech2 etc
- JavaScript Tutorial for Beginners - ProgrammingWithHarry
- 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
- Javascript30 - Wesbos
- Learn how to program: JavaScript - Epicodus Inc.
- Learn JavaScript - Florin Pop
- Learn JavaScript - Full Course for Beginners - Beau Carnes, freeCodeCamp.org
- 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
- Modern JavaScript From The Beginning - Traversy Media
- Namaste 🙏 JavaScript: An In-Depth JavaScript Fundamentals Course - Akshay Saini
- 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
- Understanding RxJS - Academind
- Vanilla JavaScript - Brad Traversy, Traversy Media
Angular
- Angular 12 / 13 tutorial - Code Step By Step
- Angular 12 Course - Slobodan Gajic
- Angular 6 Tutorials - codedamn
- Angular Complete Course Guide - Leela Web Dev
- Angular Courses - Moshfegh Hamedani (Programming with Mosh)
- Angular Crash Course 2021 - Brad Traversy, Traversy Media
- Angular Fast Crash Course - Edwin Diaz, Coding Faculty Solutions (Udemy)
- Angular for Beginners - Angular University (Udemy)
- Angular Tutorial For Beginners - Codevolution
- Angular Tutorial for Beginners - Web Framework with Typescript Course - Slobodan Gajic, freeCodeCamp
- Learn Angular 5 from Scratch - Gary Simon (Udemy)
AngularJS
- Angularjs Tutorial - Complete (Fundamentals to Advanced) - Tech CBT
- AngularJS Tutorial for Beginners - Yaakov Chaikin (My Lesson)
- AngularJS Tutorials - The Net Ninja
- Egghead.io - AngularJS - John Lindquist
- Learn AngularJS 1.X - Codecademy (Codecademy account required)
- Shaping up with Angular.js - Codeschool (Codeschool account required)
Astro
- Astro - Stefan Rows
- Astro Blog Course - Coding in Public
- Astro Crash Course - Traversy Media
- Astro Web Framework Crash Course - freeCodeCamp
D3.js
Deno
- Deno Beginner - Ahmad Awais (email address required)
- Deno Course - Better than Node.js? - The Codeholic, freeCodeCamp
- Deno Jump-start Tutorial - Net Ninja
Electron
- Electron Complete Course - coderJeet
- Electron Course - Code Desktop Applications (inc. React and Typescript) - freeCodeCamp.org
- Electron js Tutorials - Codevolution
Force.com
- Apex TrailMix - Rick Olson
- Get Started with Lightning Web Components - Salesforce Trailhead
jQuery
- Bento jQuery Track (Bento)
- Introduction to JQuery (Udacity)
- jQuery Crash Course - Brad Traversy, Traversy Media
Nest.js
- Comprehensive Nest JS Course: From Beginner to Expert - procademy
- Learn NestJS – Complete Course - freeCodeCamp
- Nest JS Advanced Course [Latest] - Code with tkssharma
- Nest.js Crash Course - Net Ninja
- NestJs - Marius Espejo
- NestJS Full Course 2024 - Sakura Dev
- NestJS Tutorials for Beginners - Dave Gray
Next.js
- Complete Next.js Course For Beginners - Daily Tuition
- Learn Next.js - Vercel (HTML)
- Master Next JS by Building Real Projects - JavaScript Mastery
- Mastering Next.js
- Next.js 14 Beginner Roadmap & Course - Coding in Flow
- Next.js for Beginners - Full Course - Kapehe (FreeCodeCamp)
- Next.js Tutorial for Beginners - Codevolution
- Next.js Tutorial for Beginners - Net Ninja
- Next.js Tutorials for Beginners - Dave Gray
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
- Build a Bank App ...From Scratch - Ugwu Somto
- Build JavaScript applications with Node.js - Microsoft Learn
- Building a RESTful API with Node.js - Academind
- 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
- ExpressJS Fundamentals - Patrick Schroeder (Udemy)
- Node and Express Tutorial - John Smilga, Coding Addict
- Node.js API Development for Beginners (Udemy)
- Node.js Basics - Java Brains
- 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
- Node.js Tutorial for Beginners: Learn Node in 1 Hour - Moshfegh Hamedani (Programming with Mosh)
React
- Complete React course for beginner - Hitesh Choudhary
- Creating your first web apps with React - Microsoft Learn
- Framer Motion (for React) Tutorial - Net Ninja
- Framer Motion Tutorial - Code With Yousaf
- Frontend Armory: React Fundamentals - James K. Nelson
- Full Modern React Tutorial - The Net Ninja (with practical)
- Full Stack with React and Appwrite - Colby Fayock (Egghead.io)
- Introduction to React - Full Stack open
- Learn Class Components in React - Bob Ziroll (Scrimba)
- Learn React for Free - Bob Ziroll (Scrimba)
- Learn React Router 6 - Bob Ziroll (Scrimba)
- Learn ReactJS - Codecademy
- Learn Styled Components in React - Ania Kubow (Scrimba)
- 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 JS Tutorial - Basic to Advance (2023) - Nerd's lesson
- React Patterns for web apps - Lydia Hallie, Addy Osmani
- React Router 6 – Tutorial for Beginners - John Smilga (freeCodeCamp)
- React State Management Intermediate JavaScript Course - Jack Herrington (freeCodeCamp)
- React State Management using Context API (useContext + useReducer Hooks = Magic) - The Full Stack Junkie
- React Testing Library Crash Course - The Net Ninja
- React Tutorial Full Course - Beginner to Pro (React 19, 2025) - SuperSimpleDev
- 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 Mastery with 10 apps - Hitesh Choudary(Youtube)
- React Native Tutorial (2021) - Programming with Mash, MAhdi SHarifimehr
Redux
- Getting Started with Redux
- Learn Redux - Wes Bos (email address requested)
- Redux Toolkit Tutorial - Codevolution
- Redux Tutorial- Learn Redux from Scratch - Mosh Hamedani
Remix
- Remix and Strapi Crash Course – Full Stack Development - freeCodeCamp.org
- Remix Tutorial with Kent - Remix
Svelte
- Beginner SvelteKit - Steph Dietz
- Learn How To Build Modern Web Apps With SvelteKit - Joy of Code
- Learn Svelte - Joy of Code
- Learn Svelte Full Course - Lihau Tan, freeCodeCamp
- Learn the Svelte JavaScript Framework - Noah Glaser, freeCodeCamp
- Svelte Crash Course - Traversy Media
- Svelte Tutorial - Beau Carnes, freeCodeCamp
- Svelte Tutorial for Beginners - Codevolution
- Svelte Tutorial for Beginners - The Net Ninja
- SvelteKit For Beginners - Joy of Code
- SvelteKit Tutorial - Codevolution
- SvelteKit Tutorial (Crash Course) - The Net Ninja
Three.js
- JavaScript Tutorial with Three.js - 5 Projects for Beginners - Bobby Roe (freeCodeCamp)
- Three.js Advanced Tutorial - Andrew Woan
- Three.js Tutorial Crash Course - Chris Courses
- Three.js Tutorials - Wael Yasmina
TypeScript
- Beginner's Typescript - Matt Pocock
- ES6 and Typescript Tutorial - Codevolution, Vishwas Gopinath
- Introduction to TypeScript - Daniel Stern (Udemy)
- Learn TypeScript - (CodeAcademy)
- Learn TypeScript - Ania Kubow (Scrimba)
- Learn TypeSCript - Bob Ziroll (Scrimba)
- Typescript - Hitesh Choudhary
- TypeScript Course for Beginners- Learn TypeScript from Scratch! - Academind
- TypeScript Fast Crash Course - Edwin Diaz, Coding Faculty Solutions (Udemy)
- TypeScript Tutorial for Beginners - 2022 - Programming with Mosh
Vue.js
- Full Stack Vue.js, Express & MongoDB - Traversy Media
- 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 Complete Course Tutorial - Leela Web Dev
- 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
- Vue.js Tutorial for Beginners - Code Step By Step
- Vuex for Everyone
Webpack
- Learn Webpack - Full Tutorial for Beginners - freeCodeCamp
- Learn Webpack Course - Colt Steele
- Webpack 5 - Swashbuckling with Code
- Webpack Tutorials for Beginners - Net Ninja
Julia
- Decision Making Under Uncertainty using POMDPs.jl - The Julia Programming Language
- GeoStats.jl Tutorials - Julio Hoffimann
- Introduction to DataFrames.jl - Bogumił Kamiński (JuliaAcademy)
- Julia Tutorials (Basic) - The Julia Programming Language
Kotlin
- Advanced Android with Kotlin (Udacity)
- Android Development Full Tutorial 2023 | Kotlin - Scaler
- Android Kotlin Tutorial: Create Android Apps using Kotlin - Sriyank Siddhartha
- Android with kotlin - Smartherd
- 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
- Kotlin for Java Developers - Svetlana Isakova, Andrey Breslav (Coursera)
- Kotlin Newbie To Pro - Philipp Lackner
- Kotlin Programming Full Tutorial 2023 - Scaler
- Kotlin Tutorial - Telusko
- Kotlin Tutorial - Kotlin at Light Speed - Rock the JVM
- Kotlin Tutorial for Beginners: Basics and Fundamentals for Android - Smartherd
- Learn Kotlin - Codecademy (registration required)
- One hour Kotlin guide for beginners - Tutlets Kkang (Udemy)
- Teach Computer Science with Kotlin - Kotlin
- Track: Kotlin Basics - Hyperskill, JetBrains (Hyperskill)
Kubernetes
- Fundamentals of Containers, Kubernetes, and Red Hat OpenShift - Zach Gutterman, Richard Allred (edX)
- Kubernetes 101 workshop - complete hands-on - Kubesimplify
- Kubernetes Core Concepts - KubeAcademy (VMware)
- Kubernetes Course - Bogdan Stashchuk (FreeCoodeCamp)
- Kubernetes Full Course in 7 Hours - Edureka
- Kubernetes Tutorial for Beginners - TechWorld with Nana
- Kubernetes Tutorial for Beginners - edureka!
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)
- Introduction to Linux – Full Course for Beginners - Beau (freeCodeCamp.org)
- Linux Administration Tutorial Videos - edureka!
- Linux Command Line - Adam Eubankas (Udemy)
- Linux Command Line Tutorial For Beginners - Programming Knowledge
- Linux for Hackers (and everyone) // FREE Course for Beginners - NetworkChuck
- Linux Tutorial for Beginners - Learn Linux and the Bash Command Line - Ryan Chadwick
- Linux Tutorials and Projects - Jason Cannon (Udemy)
- LPIC 1 exam guide: Linux Professional Institute Certification Study Guide - Jadi Mirmirani (HTML)
- LPIC 2 exam guide: Linux Professional Institute Certification Study Guide - Payam Borosan (HTML)
- 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)
- Learning Lua - Burtons Media Group
- Lua for Beginners - AlgoRythm
- Lua Interactive Crash Course
- Lua Programming Tutorials - Steve's teacher
- 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
- Complete Machine Learning in Python playlist - Krish Naik
- Convolutional Neural Network - Coding Lane
- Deep Learning Fundamentals - DeepLearning.TV (cognitiveclass.ai)
- Google's Machine Learning Crash Course
- Hacker's guide to learning model
- 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
- Linear Algebra for Machine Learning - Jon Krohn
- Machine Learning - Nerd's Lesson
- Machine Learning - StatQuest with Josh Starmer
- Machine Learning Course for Beginners - freeCodeCamp.org
- Machine Learning Course With Python - Siddhardhan
- Machine Learning Foundations - Google for Developers
- Machine Learning Recipes with Josh Gordon - Google for Developers
- 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: from Linear Models to Deep Learning - (edX MITx)
- 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
- Python Machine Learning and AI Mega Course - Learn 4 Different Areas of ML & AI - Tech With Tim (Tim Ruscica)
- Python Machine Learning Tutorials - Tech With Tim (Tim Ruscica)
- PyTorch tutorials - PyTorch.org
- Random Forests - StatQuest by Josh Starmer
- Stanford SEE 229 - Machine Learning
- Stanford University Machine Learning
- Statistics and Machine Learning in R - StatQuest by Josh Starmer
- Statistics for Applications - MIT OpenCourseWare
- Understand Machine Learning Engineering by Building Projects - Alexey Grigorev
- Understanding AI from Scratch – Neural Networks Course - Radu (FreeCodeCamp)
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
- MATLAB Programming Techniques - Matt Tearle
- MIT 18.S997 Introduction to MATLAB Programming - MIT OpenCourseWare
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 ( 🗃️ 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
- CompTIA N10-008 Network+ Training Course - Professor Messer
- Computer Networking: A Top-Down Approach 8th edition - Jim Kurose, Keith Ross
- 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)
- Free CCNA 200-301 // Complete Course // NetworkChuck 2023 - NetworkChuck
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
- OCAML Data Structures Tutorial - Noureddin Sadawi
- OCaml Playlist - OCamlWorkshops
- OCaml Programming: Correct + Efficient + Beautiful - Michael Ryan Clarkson
- OCAML Tutorial - Noureddin Sadawi
Operating Systems
- Berkeley's CS 162: Operating Systems and Systems Programming
- Berkeley's CS 194: What is an Operating System?
- MIT 6.S081: Operating System Engineering(Fall 2020) - Frans Kaashoek, Robert Morris
- Operating System - Neso Academy
- Operating Systems - Jenny's Lectures CS IT
Perl
- Perl Programming Course for Beginners - freeCodeCamp
- 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 9 Tutorial - Anil Sidhu (Code Step By Step)
- Laravel From Scratch 2022 | 4+ Hour Course - Traversy Media
- Learn how to program: PHP - Epicodus Inc.
- 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 tutorial for beginners - Bro Code
- PHP Tutorials - Dani Krossing
- Use PHP to Create an MVC Framework - Full Course - Zura Sekhniashvili (freeCodeCamp.org)
- Yii2 Lessons - Uthpala Heenatigala
PLC - Programmable logic controllers
- Learning motion control and IO with Beckhoff TwinCAT PLCs - Evan Jensen
- Learning PLCs with Structured Text - Evan Jensen
- PLC programming using TwinCAT 3 - Jakob Sagatowski
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
- Complete Python Playlist - Krish Naik
- CS50's Introduction to Programming Using Python - David J. Malan (Harvard OpenCourseWare and edX)
- Data Structures And Algorithms In Python - codebasics
- 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 - Codecademy
- 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)
- Python 101 – Introduction to Programming - Zenva (Tutorials Point)
- Python 3 Programming Tutorials for Beginners - Codebasics
- 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 - Merul Dhiman (Alison)
- Python for Beginners - OpenCV University
- Python for Beginners - Alex The Analyst
- 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 for Hackers FULL Course | Bug Bounty & Ethical Hacking - PhD Security
- Python for OSINT. 21 day course for beginners - cyb_detective (PDF)
- Python for Programmers - Codecademy
- Python from Scratch - Centre for Education in Math and Computing (University of Waterloo)
- Python GUI's With TKinter - Codemy.com
- 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 2025 - 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
- Python Tutorials - Corey Schafer
- Python Tutorials - freeCodeCamp.org
- The Python Tutorial
- Using Python for Research (edX Harvard)
Django
- Complete Django Tutorial - Net Ninja
- 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 (2021) - Moshfegh Hamedani (Programming with Mosh)
- Django Tutorials - Corey Schafer
- Django Tutorials for Beginners - ProgrammingWithHarry
- Django Wednesdays - Codemy.com
- Learn Django by Building an Online Marketplace - Python Tutorial for Beginners - Stein Helset (freeCodeCamp)
- Python Django Tutorial 2018 for Beginners - Clever Programmer
- Python Django Tutorial 2021 - Dennis Ivy
- Python Django Web Framework - Full Course for Beginners - freeCodeCamp (Justin Mitchel)
- Try Django 3.2 - Python Web Development Tutorial Series - Justin Mitchel, CodingEntrepreneurs
FastAPI
- FastAPI - A Python Framework | Full Course - Bitfumes (YouTube)
- FastAPI Beyond CRUD FastAPI Course - Ssali Jonathan (Youtube)
Flask
- Flask Fridays - Codemy.com
- Flask Tutorials - Corey Schafer
- Flask Tutorials - Tech with Tim
Jupyter
- Jupyter Tutorials - Emyrrich
QB64
- Game Programming with QB64 - Terry Ritchie
R
- Introduction to R - DataCamp
- R Basics - R Programming Language Introduction - R-Tutorials Training (Udemy)
- R Programming
- R Programming For Beginners - Simplilearn
- 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
- Robotics 1 - A. De Luca
Ruby
- An Introduction to Ruby Programming Language - Ali Tourani (HTML, PDF)
- Full Stack Ruby on Rails - The Odin Project
- Learn Rails: Quickly Code, Style and Launch 4 Web Apps - Adam Eubanks (Udemy)
- Learn Ruby
- Learn Ruby - Codecademy
- RESTful API with Ruby On Rails 5 - Udemy
- Ruby on Rails a Beginners Guide - Stephen Chesnowitz (Udemy)
- Ruby Programming Language - Full Course - Mike Dane (freeCodeCamp.org)
- Ruby Tutorial
Rust
- Complete Rust Marathon - Harkirat Singh
- Comprehensive Rust - Google
- Intro to Rust - Tensor Programming
- Learn Rust - Smart Contract Programmer
- Learn Rust from scratch - Educative.io
- Memory Management - Let's Get Rusty
- Rust Basics - Engineer Man
- Rust Crash Course - Traversy Media
- Rust Crash Course Tutorial for Beginners - Francesco Ciulla
- Rust for Beginners - Microsoft Developer
- Rust Programming Tutorial - Trevor Sullivan
- Rust Programming Tutorial - Tech With Tim
- Rust Projects - Tensor Programming
- Rust Tutorial - Doug Milford
- Take your first steps with Rust - Microsoft.com
- The Rust Lang Book - Let's Get Rusty
Spark
- Learn Spark - David Drummond, Judit Lantos (Udacity)
- PySpark - Zero to Hero | PySpark Tutorial 2025 | Spark Tutorial 2025 | Learn from Basics to Advanced Performance Optimization - Ease With Data
- Spark Tutorial | Spark Tutorial for Beginners | Apache Spark Full Course - Learn Apache Spark 2020 - Great Learning
Scala
Security
- @TJ_Null’s OSCP Prep - IppSec
- Computer Systems Security - Nickolai Zeldovich (MIT OpenCourseWare)
- CS50's Introduction to Cybersecurity - David J. Malan (OpenCourseWare)
- Ethical Hacking - Hacker101
- Ethical Hacking - Basics (Kali 2021) - Arthur Salmon (Udemy)
- Ethical Hacking for beginners: Beginner to Advance - PaceIT Academy (Udemy)
- Ethical hacking with Hak5 devices - David Bombal (Udemy)
- Foundations of Hacking and Pentesting Android Apps - Scott Cosentino (Udemy)
- Full Length Hacking Courses - The Cyber Mentor
- Hacker Skills // OSINT (Information Gathering) - NetworkChuck
- 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)
- Learn Ethical Hacking (CEH Journey) - NetworkChuck
- Linux for Hackers and Pentesters - Rajneesh Gupta (Udemy)
- Modern Binary Exploitation - RPISEC
- MOOC Introduction to Cyber Security 2023 - University of Helsinki
- Nightmare - guyinatuxedo
- Professor Messer’s SY0-601 CompTIA Security+ Course - Professor Messer
- Reverse Engineering For Everyone! - mytechnotalent
- Reverse Engineering Lessons - Reverse Engineering Academy
- Stanford Cryptography I - 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)
- 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
- Software Engineering - Tutorialspoint
Solidity
- Learn Solidity - Will it Scale
- MASTER Solidity for Blockchain - Dapp University
- 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
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 Intermediate Swift - Codecademy (registration required)
- Learn Swift - CodeWithChris
- 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
System Design
- Basics of System Design - Coding Simplified
- System Design - Arpit Bhayani
- System Design - Gaurav Sen
- System Design - Keerti Purswani
- System Design Fundamentals - ByteByteGo
- System Design Interview Preparation Series - codeKarle
- System Design Primer Course - sudoCODE
Terraform
- Complete Terraform Course - From BEGINNER to PRO! (Learn Infrastructure as Code) - DevOps Directive
- 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
- Terraform Zero to Hero - Abhishek Veeramalla
Theory
- Automata Theory
- Formal Languages & Automata Theory - Lalit Vashistha
- Intro to Theoretical Computer Science (Udacity)
- Theory of Computation - Michael Sipser (MIT OpenCourseWare)
- Theory of Computation - Subrahmanyam Kalyanasundaram
- Theory of Computation & Automata Theory - Neso Academy
UI/UX
- Design 101 Crash Course: Learn UX/UI Design, Figma - Zero To Mastery
- Figma 101 Crash Course: The Beginners Guide - Zero To Mastery
- UI/UX Design Tutorial - Wireframe, Mockup & Design in Figma - freeCodeCamp
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
- Full Course Web Development 22 Hours | Learn Full Stack Web Development From Scratch - Mehul Mohan (codedamn)
- Full Stack Foundations - by AWS on Udacity
- Full stack open - University of Helsinki, Houston Inc., Terveystalo, Elisa, K-ryhmä, Unity Technologies, Konecranes
- Full Stack Web Development Tutorial Course - WB Web Development Solutions
- 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 Accessibility – What It Is and How to Design for It? - Hostinger Tutorials
- 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 Tutorial By Coding Ninjas (In English) - Coding Ninjas
- 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)
- Web3 Developer in 2023 Roadmap: Solidity, Smart Contract, and Blockchain Development Full Course - thirdweb
Windows Phone
- Windows Phone 8.1 Development for Absolute Beginners - Bob Tabor, Matthias Shapiro, Larry Lieberman ( 🗃️ archived)
WordPress
- Advanced Custom Fields (ACF) Tutorials - WPTuts
- Advanced WordPress Theme Development Course - Imran Sayed - Codeytek Academy
- Astra Theme Tutorials - Ferdy Korpershoek
- Complete WooCommerce eCommerce WordPress Tutorials - Nayyar Shaikh
- Complete WordPress Website Tutorials - Nayyar Shaikh
- Crocoblock Jet Engine Tutorial - Beginners Guide - WPTuts
- CrocoBlock Tutorials - Ferdy Korpershoek
- Elementor Pro Tutorials - Ferdy Korpershoek
- Gutenberg FSE - Full Site Editing using Gutenberg Block Editor Complete Project in 2022 - Riad Mahmud
- How to Create a Wordpress Website | Complete Tutorial - Jim Fahad Digital
- How To Customize WooCommerce - WPTuts
- Jet Engine - Moxet Khan
- WordPress Basic to Advanced Course - Azharul Rafy
- WordPress Development - rtCamp (HTML)
- WordPress Elementor Pro Tutorials - Nayyar Shaikh
- WordPress Tips and Tricks - Nayyar Shaikh
YAML
- Complete YAML Course - Beginner to Advanced for DevOps and more! - Kunal Kushwaha