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 2 hours ago
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Computer Graphics
- Ray Tracing
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - Ray Tracing Gems - Möller*
  - Ray Tracing Gems II
  - A raycasting engine in 7 easy steps
  - Getting Started With DirectX Raytracing
  - How to build a BVH
  - Part 1
  - Part 2
  - Physically Based Rendering: From Theory To Implementation
  - 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
  - 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 II
  - Ray Tracing Gems - Möller*
  - 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-Casting Tutorial For Game Development And Other Purposes
  - 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
- Linux command line
- Curves and Surfaces
  - Cubic spline interpolation
  - Curves and Surfaces
- Demoscene
- Shaders
- 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
- WebGPU
- OpenGL
- Image Processing
- Programming <span id="programming-competitions">
- Creative Coding
- DirectX 12
- Metal
- Static Program Analysis
AI
- - Agentic Design Patterns
  - Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp
- Machine Learning
- Computer Games AI
  - Programming Starcraft AI
  - Artificial Intelligence and Games
- Vibe Coding and Spec-Driven Development
Personal Websites and Blogs
- Web Development <span id="web-development-blogs">
  - Tania Rascia’s blog
  - nullpt-rs blog
  - Hugo Daniel's Blog
  - JSLegendDev’s Substack - Web development, game development and their intersection.
  - Frontend Masters
  - Josh Comeau's Website - Animation, CSS, JavaScript, React
- C and C++ <span id="c-and-cpp-blogs">
  - The Pasture
  - The Pasture
- Hardware Blogs
  - Ken Shirriff's blog
  - Ken Shirriff's blog
- C++ <span id="cpp-blogs">
- Game and Graphics Programming <span id="game-and-graphics-programming-blogs">
  - Alexandru Ene's blog
  - Peter Strahle's Blog
  - Ryan Kaplan's Blog
  - 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
  - Red Blob Games - Interactive visual explanations of math and algorithms, using motivating examples from computer games by *Amit Patel*
  - Rendering Dreams
  - The blog at the bottom of the sea
- Mixed Programming <span id="mixed-programming-blogs">
- Performance and Optimization <span id="performance-and-optimization-blogs">
- AI <span id="ai-blogs">
- Math and Physics <span id="math-and-physics-blogs">
- Other Blogs
  - Just another electronics blog
Algorithms
- Computer Games AI
- Vibe Coding and Spec-Driven Development
- Date-time
  - A Very Fast 64–Bit Date Algorithm
- Bloom Filters
- Diff Algorithms
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
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
- Static Program Analysis
- Programming <span id="programming-competitions">
Computer Networks and Network Programming
- WebGPU
Cryptography
- WebGPU
Programming languages
- 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
  - Practical Go Lessons
  - 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
- 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
  - Part 1: Hello
  - An interactive guide to x86-64 assembly
  - Easy RISC-V
  - FFmpeg School of Assembly Language
  - Learn Assembly Language - NASM x86 assembly language tutorial on Linux.
  - Programming from the Ground Up
  - Learn x86-64 assembly by writing a GUI from scratch
  - 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
- C
  - Compiler Options Hardening Guide for C and C++
  - Coroutines in C
  - Demystifying bitwise operations, a gentle C tutorial
  - Object-Oriented Programming with ANSI-C - Tobias Schreiner* **[pdf]**
  - So You Think You Know C?
  - Writing a Simple Garbage Collector in C
  - How to implement a hash table (in C)
  - Implementing smart pointers for the C programming language
  - Extreme C
  - Few lesser known tricks, quirks and features of C
  - Hacking Coroutines into C
  - Hacktical C: A practical hacker's guide to the C programming language
  - 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
  - Writing a Simple Garbage Collector in C
- C++ <span id="cpp">
  - 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
  - Performance Analysis and Tunning on Modern CPUs
  - 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
  - Efficient Programming with Components
  - Part 4: Catching what you throw
  - Part 14: Multiple landing pads & the teachings of the guru
  - Part 8: Two-phase handling
  - Part 20: Running destructors while unwinding
  - Appendix II: Metaclasses and RTTI on C++
  - Appendix III: RTTI and exceptions orthogonality
  - C++ Core Guidelines
  - 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
  - More C++ Idioms
  - 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
- D
  - Programming in D
- 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
  - Mostly adequate guide to FP (in JavaScript)
  - Structure and Interpretation of Computer Programs — JavaScript Edition
  - Exploring JS: JavaScript books for programmers
  - Eloquent JavaScript
  - The Modern JavaScript Tutorial
- Lisp dialects
  - Babashka Babooka: Write Command-Line Clojure
  - Clojure Concurrency Tutorial
  - Clojure for the Brave and True
  - Learn Lisp The Hard Way
  - Successful Lisp: How to Understand and Use Common Lisp
  - Typed Lisp, A Primer - hassy*
  - Part II
  - Beautiful Racket
  - How to Design Programs
  - 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)
- Nim
  - Computer Programming with the Nim Programming Language
- OCaml
  - OCaml Programming: Correct + Efficient + Beautiful
  - Real World OCaml
- 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
- Prolog
  - The Power of Prolog
  - Datalog in Rust
  - Learn Prolog Now!
  - Game Programming in Prolog
- Pyret
  - A Data-Centric Introduction to Computing
  - Programming and Programming Languages
- Python
  - 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
  - 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
  - Think Python, 3rd Edition
  - 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
  - NumPy Illustrated: The Visual Guide to NumPy
  - Pandas Illustrated: The Definitive Visual Guide to Pandas
  - How Python Asyncio Works: Recreating it from Scratch
  - Modern Good Practices for Python Development
  - NumPy Illustrated: The Visual Guide to NumPy
  - Pandas Illustrated: The Definitive Visual Guide to Pandas
  - NumPy Illustrated: The Visual Guide to NumPy
  - Test-Driven Development with Python
  - Architecture Patterns with Python
  - Real Python - A collection of Python tutorials.
  - 30 Days Of Python
  - Composing Programs
  - Computational Discovery on Jupyter
  - 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
  - Scientific Visualization: Python + Matplotlib
  - 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
  - Full Stack Python
  - Automate the Boring Stuff with Python
  - Python Design Patterns
- Regular expressions
  - Implementing Regular Expressions
  - Learn RegEx step by step, from zero to advanced
  - Rex Eats Regular Expressions for Breakfast
  - Implementing Regular Expressions
  - Regular-Expressions.info
  - Rex Eats Regular Expressions for Breakfast
  - RegexOne
- 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
- Ada
  - Ada 95: The Craft of Object-Oriented Programming
  - Ada Gem Archive
  - Introduction to Ada: a project-based exploration with rosettas
- 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
- CMake
  - An Introduction to Modern CMake
- Bash
  - Introduction to Bash Scripting
- C# <span id="c-sharp">
  - Developing on AWS with C#
- 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
Debuggers
- WebGPU
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
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
Electronics
- WebGPU
  - Lessons in Electric Circuits
- SQL
  - ANALOG SEEKrets: DC to daylight … a master class in electronics design
  - Ultimate Electronics
Emulators and Virtual Machines
- WebGPU
- SQL
Game Programming
- WebGPU
- Game Engines
- SQL
  - 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
  - Retro Rampage - A tutorial series in which you will learn how to build a Wolfenstein-like game from scratch, in Swift by *Nick Lockwood*
  - 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
Hardware
- Game Engines
- Lists of programming projects to try to implement
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
Low Level Stuff
- Game Engines
- Lists of programming projects to try to implement
- GPU and TPU Programming
- SIMD programming
Math
- Game Engines
- Algebra
- Calculus
- Category Theory
- Probability and Statistics
  - Bayes Rules! An Introduction to Applied Bayesian Modeling
  - Digital textbook on probability and statistics
  - Introduction to Probability for Data Science
  - Probability and Statistics Cookbook
  - 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
  - Introduction to Modern Statistics (2nd Ed) - Rundel and Johanna Hardin*
  - Probability 101, the intuition behind martingales and solving problems with them
  - 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
  - Statistics Handbook
  - Stochastic Processes
  - The Truth About Linear Regression
- Theoretical Computer Science
- Topology
- SIMD programming
- 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
- Geometry
- Graph Theory
- Mathematical Finance
- Mathematical Logic
- Measure Theory
  - An Introduction to Measure Theory
  - Measure, Integration & Real Analysis
- Number theory
  - Elementary Number Theory: Primes, Congruences, and Secrets
  - Theory of Numbers
- Operations Research
- Proofs
Multithreading and Concurrency
- Topology
Operating Systems
- Topology
- Operating Systems Development
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
Retrocomputing
- Zig
- Adevent of code on retro machines
- Books by Fabien Sanglard
- DOS
- 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.
- ZX Spectrum and Z80 CPU
Reverse engineering
- Books by Fabien Sanglard
  - Applied Reverse Engineering Series
- DOS
  - Reversing for dummies - x86 assembly and C code
  - Reversing for dummies - x86 assembly and C code
- ZX Spectrum and Z80 CPU
Robotics
- DOS
  - Underactuated Robotics
- Books by Fabien Sanglard
- ZX Spectrum and Z80 CPU
SIMD programming
- DOS
  - ARM NEON for C++ Developers
  - SIMD for C++ Developers
- Books by Fabien Sanglard
  - Designing a SIMD Algorithm from Scratch
Text editors
- Books by Fabien Sanglard
  - Design and Implementation of a Win32 Text Editor
- DOS
  - Text Editor: Data Structures
  - Text Buffer Reimplementation
- Emacs
- Vim
- ZX Spectrum and Z80 CPU
  - Design and Implementation of a Win32 Text Editor
  - Build Your Own Text Editor
Unicode
- Vim
Version control tools
- Vim
  - Learn the workings of Git, not just the commands
  - Git from the Bottom Up
Web programming
- Vim
  - A book about using Node.js
  - FastCGI — The Forgotten Treasure
  - Single page apps in depth
  - The Flask Mega-Tutorial
  - FastCGI — The Forgotten Treasure
  - A book about using Node.js
  - A masochist’s guide to web development
  - Implementing React From Scratch
  - Intro to Web Dev
  - Let's build a browser engine!
  - 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.
  - The Odin Project - An open-source curriculum for learning full-stack web development.
  - What happens when you type google.com into your browser's address box and press enter?
  - Full Stack open - Deep Dive Into Modern Web Development.
  - Mozilla Developers Network - Resources for Developers,
  - Ruby on Rails Guides
  - Web Browser Engineering
  - WebDev - Guidance to build modern web experiences that work on any browser.
- 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*
Other lists
- CSS
  - Build Your Own X
  - Free Computer Books
  - Free Tech Books
  - GPU Optimization for GameDev
  - 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
  - Programming Notes for Professionals books
  - 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
- Web Development <span id="web-development-blogs">
  - Become a Programmer, Motherfucker - A list of free programming books.
Competitions and Interview Preparation Websites
- Math <span id="math-competitions">
- Programming <span id="programming-competitions">
  - Edabit
  - Code Golf - A site for recreational programming competitions.
  - CodeChef
  - CodeForces
  - Daily Programmer
  - Hacker Earth
  - LeetCode
  - Rosalind - A platform for learning bioinformatics through problem solving.
  - Skilled.dev
  - Sphere Online Judge
  - takeUforward
  - Top Coder
  - Competetive Programming
  - Competitive Programming in Python: 128 Algorithms to Develop your Coding Skills - Jênn Vie*
  - Advent of Code - An Advent calendar of small programming puzzles by *Eric Wastl*
  - 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
  - LabEx - Learn Linux, DevOps & Cybersecurity with Hands-on Labs.
  - Learn OCaml
  - NeetCode
  - Project Euler
  - Skilled.dev
  - takeUforward
  - Algorithms for Competitive Programming
  - SQLPad
- Physics <span id="physics-competitions">
  - International Physics Olympiad
  - International Physics Olympiad
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
DevOps
- SQL
Digital Signal Processing
- SQL
General Programming
- Game Physics
- Lists of programming projects to try to implement
Data Science
- WebGPU
  - Advanced Data Science: Statistics and Prediction Algorithms Through Case Studies
  - Introduction to Data Science: Data Wrangling and Visualization with R
  - 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
  - Towards Data Science - The world’s leading publication for data science, AI, and ML professionals.
  - Fundamentals of Data Visualization
Fluids Simulation
- WebGPU
  - Gentle Introduction to Realtime Fluid Simulation for Programmers and Technical Artists
  - Simulating Fluids, Fire, and Smoke in Real-Time
Optimization
- Topology
  - CPU performance optimization guide - Preface
  - Part 1
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
Technical Writing
- ZX Spectrum and Z80 CPU
Testing
- ZX Spectrum and Z80 CPU
  - How to Test
  - The Fuzzing Book

Programming Languages

TeX 4 C 3 Python 3 Jupyter Notebook 2 C++ 2 MATLAB 1 Common Lisp 1 Shell 1 ShaderLab 1 HTML 1

Categories

Math 362 Programming languages 290 Personal Websites and Blogs 249 Computer Graphics 222 AI 92 Algorithms 90 Retrocomputing 76 Compilers and Interpreters 53 Web programming 44 Competitions and Interview Preparation Websites 40 Operating Systems 38 Low Level Stuff 37 Databases 34 Game Programming 33 Command Line and Tools 29 Text editors 28 Physics 23 Design Patterns 21 Computer Networks and Network Programming 20 Debuggers 20 Other 19 Other lists 17 Multithreading and Concurrency 13 Emulators and Virtual Machines 13 Distributed systems 11 Data Science 11 Digital Signal Processing 11 GUI Programming 10 General Programming 10 Hardware 9 Robotics 9 Cryptography 7 Reverse engineering 7 Unicode 6 Command line and tools 5 Demoscene 4 Logical Games 4 Technical Writing 3 Geographic Information Systems 3 Electronics 3 DevOps 3 Biology 3 System programming 3 SIMD programming 3 Version control tools 2 Information TheoryDiscovering observers 2 Fluids Simulation 2 Testing 2 Photography 2 Art 2 IQ Tests 2 Optimization 2 Music Theory 1

Sub Categories

SIMD programming 167 Mixed Programming <span id="mixed-programming-blogs"> 111 Programming <span id="programming-competitions"> 93 WebGPU 92 SQL 85 Ray Tracing 83 Machine Learning 79 Game and Graphics Programming <span id="game-and-graphics-programming-blogs"> 57 Python 57 Vibe Coding and Spec-Driven Development 56 Topology 50 C++ <span id="cpp"> 49 Linux command line 49 Lists of programming projects to try to implement 47 Vim 47 Operating Systems Development 44 C++ <span id="cpp-blogs"> 44 Zig 42 Probability and Statistics 41 Diff Algorithms 37 Game Engines 35 Theoretical Computer Science 31 Computer Games AI 29 ZX Spectrum and Z80 CPU 25 Rust 25 Calculus 23 Algebra 23 Lisp dialects 22 CSS 22 Shaders 22 Assembly 21 Other Blogs 19 Static Program Analysis 18 C 18 Emacs 17 Go 16 Math and Physics <span id="math-and-physics-blogs"> 14 Databases Development 13 DOS 13 Geometry 12 Vulkan 10 Web Development <span id="web-development-blogs"> 9 Books by Fabien Sanglard 9 DirectX 12 9 Proofs 8 Category Theory 8 Game Physics 8 Mathematical Finance 7 Regular expressions 7 Graph Theory 7 AI <span id="ai-blogs"> 6 Image Processing 6 Operations Research 6 JavaScript 6 Math <span id="math-competitions"> 6 Haskell 6 Performance and Optimization <span id="performance-and-optimization-blogs"> 6 Mathematical Logic 5 Curl 5 Forth 5 OpenGL 5 Demoscene 4 Game Boy 4 Jai 4 GPU and TPU Programming 4 Odin 4 Adevent of code on retro machines 4 Bloom Filters 4 Prolog 4 Commodore 64 4 Erlang 3 Metal 3 R 3 CP/M <span id="cpm"> 3 Apple II 3 Ada 3 Creative Coding 3 NES 2 Curves and Surfaces 2 Smalltalk 2 Ruby 2 Django 2 Pascal 2 Measure Theory 2 Number theory 2 OCaml 2 Game Theory 2 Nix 2 Java 2 Simulations 2 C and C++ <span id="c-and-cpp-blogs"> 2 PostScript 2 Pyret 2 Hardware Blogs 2 Physics <span id="physics-competitions"> 2 HTML 2 Mega 65 1 Lean 1 NoSQL 1 Oberon-2 1 Cuda 1 General problem solving 1 Date-time 1 Basic 1 Differential Equations 1 Nim 1 Bash 1 Datalog 1 C# <span id="c-sharp"> 1 Ya 1 D 1 CMake 1

Keywords

book 3 machine-learning 3 c 2 tutorial 2 reinforcement-learning 2 python 2 opengl 2 graphics-programming 2 matplotlib 2 numpy 2 graphics 2 book-series 1 code-editor 1 editor 1 education 1 intermediate 1 indiedev 1 hlsl 1 learning 1 learning-to-code 1 linux 1 programming 1 training-materials 1 training-providers 1 unix 1 vim 1 3d 1 godot 1 3d-graphics 1 game-development 1 gamedev 1 glsl 1 glsl-shader 1 glsl-shaders 1 30-days-of-python 1 flask 1 github 1 heroku 1 mongodb 1 pandas 1 python3 1 aarch64 1 arm64 1 armv8 1 bare-metal 1 embedded-rust 1 kernel 1 operating-system 1 os 1 raspberry 1