programming-math-science

This is a list of links to different freely available learning resources about computer programming, math, and science.
https://github.com/bobeff/programming-math-science

Last synced: about 20 hours ago
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Retrocomputing
- Books by Fabien Sanglard
- Zig
- Adevent of code on retro machines
- DOS
- ZX Spectrum and Z80 CPU
- Apple II
- Commodore 64
  - An Afterlife User's Guide to the C64
  - C64 OS Programmer's Guide
  - Commodore Bookmarks - Bookmarks for the Commodore 64, 128, Plus4, C16, VIC20 & PET Community.
  - The Lost Ways of Programming: Commodore 64 BASIC
- CP/M <span id="cpm">
- Game Boy
- Mega 65
  - MEGA65 Documentation
- NES
  - Famicom Party: Making NES Games in Assembly
  - NesDev.org - A community of homebrew game developers and hardware researchers for the Nintendo Entertainment System (NES) and other retro consoles.
Programming languages
- Lisp dialects
  - Clojure for the Brave and True
  - Beautiful Racket
  - How to Design Programs
  - Babashka Babooka: Write Command-Line Clojure
  - Clojure Concurrency Tutorial
  - Learn Lisp The Hard Way
  - Successful Lisp: How to Understand and Use Common Lisp
  - Typed Lisp, A Primer - hassy*
  - Part II
  - Structure and Interpretation of Computer Programs
  - Babashka Babooka: Write Command-Line Clojure
  - Part 1: ECS and Metalinguistic Abstraction
  - Part 2: Dungeons and Interfaces
  - Learn Lisp The Hard Way
  - On Lisp
  - Practical Common Lisp
  - The Common Lisp Cookbook
  - Typed Lisp, A Primer - hassy*
  - Part I
  - Part II
  - Programming Languages: Application and Interpretation
  - (learn 'scheme)
- Ada
  - Ada Gem Archive
  - Ada 95: The Craft of Object-Oriented Programming
  - Introduction to Ada: a project-based exploration with rosettas
- C++ <span id="cpp">
  - C++ Core Guidelines
  - Performance Analysis and Tunning on Modern CPUs
  - More C++ Idioms
  - Awesome Modern C++
  - C++ exceptions under the hood
  - C++20 Coroutines: sketching a minimal async framework
  - C++20 Concepts: The Definitive Guide
  - Fiber in C++: Understanding the Basics
  - Hacking C++
  - Microsoft C++ language documentation
  - The Boost C++ Libraries
  - Part 2: Memory Usage Case Study
  - Part 3: Memory Footprint with SDE
  - Part 4: Memory Footprint Case Study
  - Part 5. Data Locality and Reuse Distances
  - Part 4: Catching what you throw
  - Part 8: Two-phase handling
  - Part 14: Multiple landing pads & the teachings of the guru
  - Part 20: Running destructors while unwinding
  - Appendix II: Metaclasses and RTTI on C++
  - Appendix III: RTTI and exceptions orthogonality
  - C++20 Coroutines: sketching a minimal async framework
  - C++20 Concepts: The Definitive Guide
  - Effective Modern C++
  - Fiber in C++: Understanding the Basics
  - Hacking C++
  - Learn C++
  - Learning to read C++ compiler errors: Not a legal base class
  - Microsoft C++ language documentation
  - My Favorite C++ Pattern: X Macros
  - Philosophy of coroutines
  - The Boost C++ Libraries
  - Part 1: Concept art
  - Part 2: Using a std::list
  - Part 3: Using a std::vector
  - Part 4: Using a circular doubly linked list
  - Part 5: Copying our tracking pointer
  - Part 6: Non-modifying trackers
  - Part 7: Non-modifying trackers, second try
  - Part 8: Tracking const objects
  - Part 9: Conversion
  - Part 10: Proper conversion
  - Part 11: Repairing assignment
  - Part 12: A shared tracking pointer
  - Part 13: Restoring the strong exception guarantee
  - Part 14: Nonthrowing moves with the shared tracking pointer
  - Part 15: A custom shared pointer
  - Part 16: Second attempt to use a list
  - Efficient Programming with Components
- OCaml
  - OCaml Programming: Correct + Efficient + Beautiful
  - Real World OCaml
- Nim
  - Computer Programming with the Nim Programming Language
- Python
  - Composing Programs
  - Composing Programs
  - From Python to Numpy
  - Learn Python the Right Way
  - Practical Python Programming
  - Python Asyncio: The Complete Guide
  - Python for Data Analysis, 3rd edition
  - Test-Driven Development with Python
  - NumPy Illustrated: The Visual Guide to NumPy
  - Pandas Illustrated: The Definitive Visual Guide to Pandas
  - Think Python, 3rd Edition
  - NumPy Illustrated: The Visual Guide to NumPy
  - NumPy Illustrated: The Visual Guide to NumPy
  - Pandas Illustrated: The Definitive Visual Guide to Pandas
  - NumPy Illustrated: The Visual Guide to NumPy
  - Pandas Illustrated: The Definitive Visual Guide to Pandas
  - NumPy Illustrated: The Visual Guide to NumPy
  - Pandas Illustrated: The Definitive Visual Guide to Pandas
  - NumPy Illustrated: The Visual Guide to NumPy
  - How Python Asyncio Works: Recreating it from Scratch
  - Modern Good Practices for Python Development
  - 30 Days Of Python
  - Scientific Visualization: Python + Matplotlib
  - Computational Discovery on Jupyter
  - Data Structures and Information Retrieval in Python
  - From Python to Numpy
  - How to Think Like a Computer Scientist: Interactive Edition
  - Introduction to Computer Programming with Python
  - Introduction to Python Programming
  - Invent With Python
  - Audio, Video, and Webcams in Python (Lost Chapter from Automate the Boring Stuff)
  - Beyond the Basic Stuff with Python
  - Cracking Codes with Python
  - Invent Your Own Computer Games with Python
  - Making Games with Python & Pygame
  - Python Programming Exercises, Gently Explained
  - Scratch 3 Programming Playground
  - The Big Book of Small Python Projects
  - The Recursive Book of Recursion
  - Learn Python the Right Way
  - NumPy Illustrated: The Visual Guide to NumPy
  - Pandas Illustrated: The Definitive Visual Guide to Pandas
  - Planet Python
  - Python & OpenGL for Scientific Visualization
  - Python Asyncio: The Complete Guide
  - Python Courses
  - Python Data Science Handbook
  - Python for Data Analysis, 3rd edition
  - Python Programming for Economics and Finance
  - The Ultimate Guide to Error Handling in Python
  - Think Python, 2nd Edition
  - Wicked Python trickery - dynamically patch a Python function's source code at runtime
  - Real Python - A collection of Python tutorials.
  - Architecture Patterns with Python
  - Python Design Patterns
  - Automate the Boring Stuff with Python
  - Full Stack Python
- Prolog
  - The Power of Prolog
  - Datalog in Rust
  - Learn Prolog Now!
  - Game Programming in Prolog
- D
  - Programming in D
- C
  - Writing a Simple Garbage Collector in C
  - Coroutines in C
  - Compiler Options Hardening Guide for C and C++
  - Demystifying bitwise operations, a gentle C tutorial
  - Object-Oriented Programming with ANSI-C - Tobias Schreiner* **[pdf]**
  - So You Think You Know C?
  - Implementing smart pointers for the C programming language
  - How to implement a hash table (in C)
  - Hacktical C: A practical hacker's guide to the C programming language
  - Extreme C
  - Few lesser known tricks, quirks and features of C
  - Hacking Coroutines into C
  - How to implement a hash table (in C)
  - I Write Type Safe Generic Data Structures in C
  - Modern C
  - The C Book
  - The Lost Art of Structure Packing
- Go
  - REST Servers in Go
  - Network Programming with Go
  - A comprehensive guide to go generate
  - Accessing PostgreSQL databases in Go
  - Embedding in Go
  - Generic functions on slices with Go type parameters
  - Go internals: invariance and memory layout of slices
  - Higher-order functions in Go
  - Memory Allocation in Go
  - Notes on running Go in the browser with WebAssembly
  - Ranging over functions in Go 1.23
  - The Y combinator in Go with generics
  - Go HTTPS servers with TLS
  - Go socket servers with TLS
  - Go Optimization Guide
  - Practical Go Lessons
- Regular expressions
  - Learn RegEx step by step, from zero to advanced
  - Implementing Regular Expressions
  - Rex Eats Regular Expressions for Breakfast
  - Implementing Regular Expressions
  - Regular-Expressions.info
  - Rex Eats Regular Expressions for Breakfast
  - RegexOne
- Simulations
  - Introduction to the Theory of Programming Languages
- Assembly
  - A fundamental introduction to x86 assembly programming
  - Part 0 - Setup and First Steps
  - Part 1 - Metaprogramming in Flat Assembler
  - Part 2 - We're Writing a Virtual Machine
  - Part 3 - Arithmetic and Logic
  - RISC-V Assembly Programming
  - x86-64 Assembly Language Programming with Ubuntu
  - Learn x86-64 assembly by writing a GUI from scratch
  - Part 1: Hello
  - FFmpeg School of Assembly Language
  - An interactive guide to x86-64 assembly
  - Easy RISC-V
  - Learn Assembly Language - NASM x86 assembly language tutorial on Linux.
  - Programming from the Ground Up
  - Part 4 - More About Jumps Than You Wanted To Know
  - NASM Tutorial
  - PC Assembly Language
  - RISC-V Assembly Programming
  - The Art of Assembly Language
  - Understanding Windows x64 Assembly
  - x86-64 Assembly Language Programming with Ubuntu
- Basic
  - BBC BASIC for SDL 2.0
- Haskell
  - Monday Morning Haskell
  - Monads for functional programming
  - Learn You a Haskell for Great Good!
  - Monday Morning Haskell
  - Real World Haskell
  - Learn Haskell by building a blog generator
- Java
  - How to Design Classes
  - Think Java
- JavaScript
  - Speaking JavaScript: An In-Depth Guide for Programmers
  - Structure and Interpretation of Computer Programs — JavaScript Edition
  - Mostly adequate guide to FP (in JavaScript)
  - Exploring JS: JavaScript books for programmers
  - Eloquent JavaScript
  - The Modern JavaScript Tutorial
- Oberon-2
  - Object-Oriented Programming in Oberon-2
- Pascal
  - Modern Object Pascal Introduction for Programmers
  - Modern Object Pascal Introduction for Programmers
- PostScript
  - Learning PostScript by Doing
  - Mathematical Ilustrations: A Manual of Geometry and PostScript
- Pyret
  - A Data-Centric Introduction to Computing
  - Programming and Programming Languages
- Rust
  - A Gentle Introduction to Rust
  - Beginner's guide to Error Handling in Rust
  - Effective Rust
  - Exploring ways to make async Rust easier
  - Learning Async Rust With Entirely Too Many Web Servers
  - Rust Atomics and Locks: Low-Level Concurrency in Practice
  - Things you can’t do in Rust (and what to do instead)
  - 100 Exercises To Learn Rust
  - Async Rust in Three Parts
  - Asynchronous Programming in Rust
  - Beginner's guide to Error Handling in Rust
  - C++ to Rust Phrasebook
  - Clear explanation of Rust’s module system
  - Comprehensive Rust
  - Dependency Injection like Bevy Engine from Scratch
  - Effective Rust
  - Exploring ways to make async Rust easier
  - Learning Async Rust With Entirely Too Many Web Servers
  - No-Panic Rust: A Nice Technique for Systems Programming
  - Rust Atomics and Locks: Low-Level Concurrency in Practice
  - Rust data structures with circular references
  - Rust Language Cheat Sheet
  - Testing multiple implementations of a trait in Rust
  - Things you can’t do in Rust (and what to do instead)
  - 100 Exercises To Learn Rust
- Smalltalk
  - Smalltalk Resources - A list of free smalltalk books.
  - Smalltalk Resources - A list of free smalltalk books.
- Forth
  - Thinking Forth
  - Easy Forth
  - Forth: The programming language that writes itself
  - Implementing a Forth
  - Starting FORTH
- Odin
  - Introduction to the Odin Programming Language
  - "Handles are the better pointers": An Odin gamedev follow-up
  - Introduction to the Odin Programming Language
  - Mistakes and cool things to do with arena allocators
- Bash
  - Introduction to Bash Scripting
- Operating Systems Development
  - A Dumb Introduction to z3
  - Control structures in programming languages: from goto to algebraic effects
  - Exotic Programming Ideas
  - Part 1: Module Systems
  - Part 2: Term Rewriting
  - Part 3: Effect Systems
  - Part 4: Datalog
  - Part 5: Types of Types
  - Introduction to the Theory of Programming Languages
- C# <span id="c-sharp">
  - Developing on AWS with C#
- CMake
  - An Introduction to Modern CMake
- Cuda
  - How To Write A Fast Matrix Multiplication From Scratch With Tensor Cores
- Datalog
  - Learn Datalog Today
- Erlang
  - Adopting Erlang - McClanahan*
  - Learn You Some Erlang for great good!
  - Stuff Goes Bad: Erlang in Anger
- Jai
  - Jai articles by James Oswald
  - Simplicity, Jai, and Joy (Jai Part 1)
  - Embedding, Jai, and Joy (Jai Part 2)
  - Emulating Rust's Result and ? in Jai with Metaprogramming
- Lean
  - Functional Programming in Lean
- R
  - Big Book of R
  - Efficient R Programming
  - R for Data Science (2e) - Rundel*, *Garrett Grolemund*
- Ruby
  - Building Games with DragonRuby
  - Ruby Hacking Guide
- Ya
  - Я ☞ Articles
- Zig
  - Learning Zig
  - Zigbook
Computer Graphics
- Shaders
- Linux command line
- Ray Tracing
  - Physically Based Rendering: From Theory To Implementation
  - A raycasting engine in 7 easy steps
  - Getting Started With DirectX Raytracing
  - How to build a BVH
  - Part 1
  - Part 2
  - Ray-Casting Tutorial For Game Development And Other Purposes
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Demystifying multiple importance sampling
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing with Voxels in C++
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Amanatides and Woo's fast Voxel Traversal
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray-Casting Tutorial For Game Development And Other Purposes
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing in One Weekend: The Book Series
- OpenGL
- Vulkan
  - I Am Graphics And So Can You - a series of blog posts about implementing a Vulkan renderer for Doom 3 by *Dustin H. Land*
  - Vulkan Raytracing Tutorials
  - How I learned Vulkan and wrote a small game engine with it
  - NVIDIA Vulkan Ray Tracing Tutorial - Karl Lefrançois*, *Pascal Gautron*, *Nia Bickford*, *David Akeley*
  - Vulkan Tutorial (Rust)
  - A Vulkan introduction
  - Vulkan – Cross platform 3D Graphics
  - Vulkan Guide
  - Vulkan Raytracing Tutorials
  - Vulkan Tutorial
  - Vulkan Tutorial (Rust)
- Curves and Surfaces
  - Cubic spline interpolation
  - Curves and Surfaces
- Demoscene
- WebGPU
- Image Processing
- DirectX 12
- Metal
- Programming <span id="programming-competitions">
- Creative Coding
- Static Program Analysis
Math
- Algebra
- Theoretical Computer Science
- Game Engines
- SIMD programming
- Calculus
- Measure Theory
  - An Introduction to Measure Theory
  - Measure, Integration & Real Analysis
- Probability and Statistics
  - Stochastic Processes
  - Probability and Statistics Cookbook
  - Bayes Rules! An Introduction to Applied Bayesian Modeling
  - Digital textbook on probability and statistics
  - Introduction to Probability for Data Science
  - Introduction to Modern Statistics (2nd Ed) - Rundel and Johanna Hardin*
  - Probability 101, the intuition behind martingales and solving problems with them
  - Statistics Handbook
  - Advanced Data Analysis from an Elementary Point of View
  - Advanced Probability - Nielsen* **[pdf]**
  - All of Statistics: A concise Course in Statistical Inference
  - AnyDice
  - Bayesian Data Analysis, Third Edition
  - Digital textbook on probability and statistics
  - Elementary Probability for Applications
  - Fundamentals of Probability
  - High-Dimensional Probability: An Introduction with Applications in Data Science
  - High-Dimensional Statistics - Christian Hütter*
  - Introduction to Modern Statistics (2nd Ed) - Rundel and Johanna Hardin*
  - Lecture Notes on Probability
  - Lecture Notes on Probability Statistics and Linear Algebra
  - Markov Chains for programmers
  - Modern Discrete Probability: An Essential Toolkit
  - Notes on Counting and Rapidly Mixing Markov Chains
  - Notes on Probability
  - One Thousand Exercises in Probability
  - OpenIntro Statistics, Fourth Edition - Rundel*, and *Christopher D Barr* **[pdf]**
  - Probability and Statistics: The Science of Uncertainty, Second Edition
  - Probability and Statistics for Data Science - Granda* **[pdf]**
  - Probability for Computer Scientists
  - Probability for Computer Scientists
  - Probability in High Dimension
  - Probability in High Dimensions
  - Probability Theory
  - Other course materials
  - Probability Theory & Computational Mathematics
  - Probability with Engineering Applications
  - Probability: Theory and Examples
  - Seeing Theory - a book about statistics with interactive visualizations by *Daniel Kunin, Jingru Guo, Tyler Dae Devlin, and Daniel Xiang*
  - Statistical Inference, Second Edition
  - The Truth About Linear Regression
- Category Theory
- Topology
- Geometry
- Differential Equations
  - Fourier Series & PDEs
- Game Theory
  - Game Theory with Engineering Applications
  - Lecture Notes for 1st Year Ph.D. Game Theory
- General problem solving
  - How to Solve It
- Graph Theory
- Mathematical Finance
- Mathematical Logic
- Number theory
  - Elementary Number Theory: Primes, Congruences, and Secrets
  - Theory of Numbers
- Operations Research
- Proofs
Operating Systems
- Topology
- Operating Systems Development
Algorithms
- Computer Games AI
- Vibe Coding and Spec-Driven Development
- Diff Algorithms
- Bloom Filters
- Date-time
  - A Very Fast 64–Bit Date Algorithm
Personal Websites and Blogs
- C++ <span id="cpp-blogs">
- Mixed Programming <span id="mixed-programming-blogs">
- AI <span id="ai-blogs">
- Math and Physics <span id="math-and-physics-blogs">
- Game and Graphics Programming <span id="game-and-graphics-programming-blogs">
  - 30fps.net: Computer Graphics & Programming with Pekka Väänänen
  - A small freedom area
  - Adam Sawicki's Blog
  - Alan Zucconi's Website - Game Development, Shader Coding & Artificial Intelligence.
  - Anton Schreiner's Blog
  - Aras Pranckevičius's Website
  - Bits, pixels, cycles and more
  - Bumbershoot Software Blog
  - c0de517e's weblore
  - Chema Guerra's Blog
  - Cyanilux Game Dev Blog & Tutorials
  - DirectX Developer Blog
  - Eric Arnebäck's Blog
  - Eurographics Digital Library
  - Evolve Benchmark
  - Fabien Sanglard's Website
  - Forward Scattering
  - Frozen Fractal
  - Graphics Programming weekly
  - Ignacio Castaño's Blog
  - imad's website
  - Interplay of Light
  - Irradiance Blog
  - Jacco Bikker's Blog
  - Jason Mcghee's Blog
  - JMS55's Blog
  - John Novak's Website
  - lisyarus blog
  - Martin Fuller's Graphics Ramblings
  - Maister's Graphics Adventures - Kristian Arntzen*
  - Matt Pharr’s blog
  - Max Slater's Blog: Computer Graphics, Programming, and Math
  - Maxime Heckel's Blog
  - Moments in Graphics
  - Nikolaos Papadopoulos' Blog
  - Of Shaders & Triangles
  - Pikuma's Blog
  - Randy Gaul's Game Programming Blog
  - RayLib Help
  - Rendering Engine Architecture Conference - A conference about the craft of real-time rendering systems.
  - Rubén Osorio's Blog
  - Self Shadow
  - Stephen Sherratt's Blog
  - The Brain Dump
  - The Code Corsair
  - The Danger Zone
  - The Journal of Computer Graphics Techniques
  - The ryg blog
  - wassimulato
  - hexaquo
  - Zero Radiance
  - Ryan Kaplan's Blog
  - Alexandru Ene's blog
  - Peter Strahle's Blog
  - The blog at the bottom of the sea
  - Red Blob Games - Interactive visual explanations of math and algorithms, using motivating examples from computer games by *Amit Patel*
- Performance and Optimization <span id="performance-and-optimization-blogs">
- Web Development <span id="web-development-blogs">
  - nullpt-rs blog
  - Hugo Daniel's Blog
  - JSLegendDev’s Substack - Web development, game development and their intersection.
  - Tania Rascia’s blog
  - Frontend Masters
  - Josh Comeau's Website - Animation, CSS, JavaScript, React
- Other Blogs
  - Just another electronics blog
- C and C++ <span id="c-and-cpp-blogs">
  - The Pasture
  - The Pasture
- Hardware Blogs
  - Ken Shirriff's blog
  - Ken Shirriff's blog
Low Level Stuff
- Game Engines
- Lists of programming projects to try to implement
- GPU and TPU Programming
- SIMD programming
Other lists
- CSS
  - GPU Optimization for GameDev
  - Build Your Own X
  - Free Computer Books
  - Free Tech Books
  - Project Based Learning
  - Electronic References - a loosely-categorized collection of links to CS textbooks in a variety of areas that are freely available online.
- Other Blogs
  - Build Your Own X
  - Free Computer Books
  - Free Tech Books
  - LibreTexts - Collections of science books.
  - Lovely Professional University Books
  - Max Slater's Bookmarks
  - My favorite technical blogs
  - Open Source Society University
  - Raspberry Pi Official Magazine Books
  - Programming Notes for Professionals books
Competitions and Interview Preparation Websites
- Programming <span id="programming-competitions">
  - Daily Programmer
  - Hacker Earth
  - LeetCode
  - CodeChef
  - Code Golf - A site for recreational programming competitions.
  - Sphere Online Judge
  - Rosalind - A platform for learning bioinformatics through problem solving.
  - CodeForces
  - Edabit
  - Skilled.dev
  - takeUforward
  - Top Coder
  - Competetive Programming
  - Competitive Programming in Python: 128 Algorithms to Develop your Coding Skills - Jênn Vie*
  - SQLPad
  - CodeAbbey
  - Coderbyte
  - Codewars
  - Codility
  - CodingBat - A free site of live coding problems to build coding skill in Java and Python.
  - Exercism
  - HackerRank
  - International Collegiate Programming Contest
  - International Olympiad in Informatics
  - Learn OCaml
  - NeetCode
  - Project Euler
  - Skilled.dev
  - takeUforward
  - Algorithms for Competitive Programming
- Math <span id="math-competitions">
- Physics <span id="physics-competitions">
  - International Physics Olympiad
  - International Physics Olympiad
AI
- Machine Learning
- Computer Games AI
  - Programming Starcraft AI
  - Artificial Intelligence and Games
- - Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp
  - Agentic Design Patterns
- Vibe Coding and Spec-Driven Development
Web programming
- Vim
  - The Flask Mega-Tutorial
  - Let's build a browser engine!
  - A book about using Node.js
  - FastCGI — The Forgotten Treasure
  - Single page apps in depth
  - FastCGI — The Forgotten Treasure
  - What happens when you type google.com into your browser's address box and press enter?
  - The Odin Project - An open-source curriculum for learning full-stack web development.
  - Implementing React From Scratch
  - A book about using Node.js
  - A masochist’s guide to web development
  - Intro to Web Dev
  - Part 1
  - Part 2
  - Tania Rascia'a Web Development Deep Dives
  - A Complete Guide to CSS Concepts and Fundamentals
  - An Introduction to GraphQL
  - Design for Developers: Specific Steps to Improve Your Website Design
  - Everything I Know as a Software Developer Without a Degree
  - How to Set up a Mac for Development
  - How to Set Up webpack 5 From Scratch
  - How to Structure and Organize a React Application
  - How to Use React, the JavaScript Framework
  - How to Use Redux and React
  - How to Use Vue, the JavaScript Framework
  - Setting Up Virtual Hosts
  - The Event Loop, Callbacks, Promises, and Async/Await in JavaScript
  - The Copenhagen Book - A general guideline on implementing auth in web applications.
  - Web Browser Engineering
  - WebDev - Guidance to build modern web experiences that work on any browser.
  - Mozilla Developers Network - Resources for Developers,
  - Full Stack open - Deep Dive Into Modern Web Development.
- CSS
- Django
  - Learn Django
  - Modern JavaScript for Django Developers
- HTML
  - HTML for People
  - Learn HTML
Other
- CSS
- Other Blogs
- Web Development <span id="web-development-blogs">
  - Teach Yourself Computer Science
  - The Nature of Code - A book about how can we capture the unpredictable evolutionary and emergent properties of nature in software by *Daniel Shiffman*
Hardware
- Game Engines
- Lists of programming projects to try to implement
Command Line and Tools
- Computer Games AI
- Linux command line
- Curl
- Diff Algorithms
- Nix
  - NixOS & Flakes Book - An unofficial book for beginners by *Ryan Yin*
  - Wombat’s Book of Nix
Multithreading and Concurrency
- Topology
Electronics
- WebGPU
  - Lessons in Electric Circuits
- SQL
  - ANALOG SEEKrets: DC to daylight … a master class in electronics design
  - Ultimate Electronics
Databases
- WebGPU
- Databases Development
- NoSQL
  - MongoDB Tutorial
- SQL
  - Mode's SQL Tutorial
  - SQL Tutorial - Master SQL quickly and effectively with clear concepts, hands-on examples, and interactive quizzes.
  - SQL for the Weary
  - SQLZap - Learn SQL with for Free.
  - MySQL for Developers
  - The Internals of PostgreSQL
  - Oracle Tutorial
  - MySQL Tutorial
  - SQLBolt - Learn SQL with simple, interactive exercises.
  - SQLZoo - SQL Tutorial.
  - PostgreSQL Tutorial
SIMD programming
- DOS
  - SIMD for C++ Developers
  - ARM NEON for C++ Developers
- Books by Fabien Sanglard
  - Designing a SIMD Algorithm from Scratch
Reverse engineering
- DOS
  - Reversing for dummies - x86 assembly and C code
  - Reversing for dummies - x86 assembly and C code
- Books by Fabien Sanglard
  - Applied Reverse Engineering Series
- ZX Spectrum and Z80 CPU
Fluids Simulation
- WebGPU
  - Gentle Introduction to Realtime Fluid Simulation for Programmers and Technical Artists
  - Simulating Fluids, Fire, and Smoke in Real-Time
Art
- Computer Games AI
  - Pixel art articles and tutorials
- Diff Algorithms
  - Pixel art articles and tutorials
Biology
- Computer Games AI
  - Introduction to Genomics for Engineers
  - The Algorithmic Beauty of Plants
- Diff Algorithms
  - Introduction to Genomics for Engineers
Command line and tools
- Computer Games AI
  - Driving Compilers
  - Getting started with tmux
  - NixOS & Flakes Book - An unofficial book for beginners by *Ryan Yin*
- Curl
  - Curl Exercises
  - Mastering curl: interactive text guide
Compilers and Interpreters
- Linux command line
- Programming <span id="programming-competitions">
- Static Program Analysis
Computer Networks and Network Programming
- WebGPU
Cryptography
- WebGPU
Debuggers
- WebGPU
Design Patterns
- WebGPU
- SQL
Distributed systems
- WebGPU
  - Distributed systems for fun and profit
  - Notes on Theory of Distributed Systems
- SQL
  - Distributed systems for fun and profit
  - Implementing Raft
  - Linearizability in distributed systems
  - Notes on Theory of Distributed Systems
  - Patterns of Distributed Systems
  - Principles of Blockchains
  - Rewriting Kafka in Rust Async: Insights and Lessons Learned in Rust
  - Testing Distributed Systems - Curated list of resources on testing distributed systems by *Andrey Satarin*.
  - Implementing the Raft distributed consensus protocol in Go
Emulators and Virtual Machines
- WebGPU
- SQL
Game Programming
- WebGPU
- Game Engines
- SQL
  - Retro Rampage - A tutorial series in which you will learn how to build a Wolfenstein-like game from scratch, in Swift by *Nick Lockwood*
  - CSCI 181G PO: Game Engine Programming Course
  - Game Engineering
  - How to program a text adventure in C
  - Isometric Projection in Game Development
  - Isometric Tutorials
  - Procedural Content Generation in Games
  - Part 1
  - Part 2
  - Part 3
  - Part 4
  - Part 5
  - Part 6
  - Programming Vehicles in Games
  - Roguelike Tutorial - In Rust
  - Terrain programmig
  - The guide to implementing 2D platformers
  - A First-Person Game in 2KB
  - 3D Game Engine Programming
- Game Physics
  - 2D Cloth Simulation in Odin with raylib
  - iforce2d - A collection of programming resources, mainly focusing on 2D games development with Box2D.
  - Ten Minute Physics
GUI Programming
- Game Engines
- Lists of programming projects to try to implement
  - Cross-platform window in C
  - James Brown's Tutorials
  - Minimal Cross-Platform Graphics
  - theForger's Win32 API Programming Tutorial
  - X Window System Basics
  - A Book about Qt5 - Ryannel* and *Johan
Logical Games
- Game Engines
  - Hex: A Strategy Guide
  - The World's Fastest Scrabble Program
- Lists of programming projects to try to implement
  - Hex: A Strategy Guide
  - Learn to Play Go
Photography
- Topology
  - Photography for geeks
- Operating Systems Development
  - Photography for geeks
Physics
- Topology
  - Motion Mountain - A free physics textbook
  - Physics for Mathematicians
  - Relativity: A Modern Primer
- Simulations
  - Ten Minute Physics
- Operating Systems Development
  - An Intuitive Guide to Maxwell’s Equations
  - Structure and Interpretation of Classical Mechanics
  - Quantum Mechanics
  - An introduction to Lagrangian and Hamiltonian mechanics
  - Applications of Classical Physics
  - IBM Quantum Learning - Learn the basics of quantum computing.
  - Introduction to Special Relativity, Quantum Mechanics and Nuclear Physics for Nuclear Engineers
  - Motion Mountain - A free physics textbook in 5 volumes.
  - Open textbooks for undergraduate physics
  - Orbital Mechanics
  - Percolation Theory
  - Physics for Mathematicians
  - Quantum Computation Lecture Notes
  - Quantum Mechanics for Engineers
  - Relativity: A Modern Primer
  - Structure and Interpretation of Classical Mechanics
  - The Feynman Lectures on Physics
  - Physics-Based Simulation
Robotics
- Books by Fabien Sanglard
- DOS
  - Underactuated Robotics
- ZX Spectrum and Z80 CPU
Text editors
- Books by Fabien Sanglard
  - Design and Implementation of a Win32 Text Editor
- DOS
  - Text Buffer Reimplementation
  - Text Editor: Data Structures
- Emacs
- Vim
- ZX Spectrum and Z80 CPU
  - Build Your Own Text Editor
  - Design and Implementation of a Win32 Text Editor
Unicode
- Vim
Version control tools
- Vim
  - Learn the workings of Git, not just the commands
  - Git from the Bottom Up
Data Science
- WebGPU
  - Advanced Data Science: Statistics and Prediction Algorithms Through Case Studies
  - Introduction to Data Science: Data Wrangling and Visualization with R
  - Towards Data Science - The world’s leading publication for data science, AI, and ML professionals.
  - Advanced Data Science: Statistics and Prediction Algorithms Through Case Studies
  - Data Science at the Command Line
  - Hands-On Data Visualization
  - Introduction to Data Science: Data Wrangling and Visualization with R
  - Mathematical Methods in Data Science (with Python)
  - Mining Social Media
  - Topics in Mathematics of Data Science
  - Fundamentals of Data Visualization
Technical Writing
- ZX Spectrum and Z80 CPU
Optimization
- Topology
  - CPU performance optimization guide - Preface
  - Part 1
DevOps
- SQL
General Programming
- Lists of programming projects to try to implement
- Game Physics
Demoscene
- SQL
  - Graphics Tricks from Boomers - Technical details about a 4096 bytes Atari-STE intro, by *Arnaud Carré*.
  - Part 1: A dive into the making of Immersion
  - Part 2: Texturing in a 64kB intro
  - Part 3: Procedural 3D mesh generation in a 64kB intro
Digital Signal Processing
- SQL
Geographic Information Systems
- Lists of programming projects to try to implement
Information TheoryDiscovering observers
- Lists of programming projects to try to implement
  - Information and Entropy
  - Statistics and Information Theory
IQ Tests
- Lists of programming projects to try to implement
  - Cognitive Ability Test by University of Cambridge
  - IQ Test made by Mensa Norway
Music Theory
- Topology
  - Introduction to Computer Music
System programming
- ZX Spectrum and Z80 CPU
Testing
- ZX Spectrum and Z80 CPU
  - How to Test
  - The Fuzzing Book

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