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: 3 days ago
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Computer Networks and Network Programming
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WebGPU
- Part 2: IPv4 & ICMPv4
- Part 3: TCP Basics & Handshake
- Part 4: TCP Data Flow & Socket API
- Part 5: TCP Retransmission
- Part 2: Networking
- Part 3: Server
- Part 4: Data structures
- Part 5: Topic abstraction
- Part 6: Handlers
- Part 7: Refactoring & eventloop
- Networking 101
- Serving files over HTTP three ways: synchronous, epoll, and io_uring
- Visual guide to SSH tunneling and port forwarding
- Part 1: The protocol
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Cryptography
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WebGPU
- Cryptography: An Introduction (3rd Edition)
- Advanced Topics in Cryptography: From Lattices to Program Obfuscation
- All I Know About Certificates
- Coding Theory & Cryptography
- The Beginner's Textbook for Fully Homomorphic Encryption
- Coding Theory & Cryptography
- A Graduate Course in Applied Cryptography
- Advanced Topics in Cryptography: From Lattices to Program Obfuscation
- An Intensive Introduction to Cryptography
- Practical Cryptography for Developers
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Databases
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Databases Development
- B-trees and database indexes
- Part 1: Listing tables
- Part 2: Scanning large tables
- Part 3: SQL parsing 101
- Part 4: reading tables metadata
- Part 5: Evaluating queries
- Concurrency Control and Recovery in Database Systems
- Jacob's blog: On database building blocks
- A B+Tree Node Underflows: Merge or Borrow?
- Cache-Friendly B+Tree Nodes With Dynamic Fanout
- Build Your Own Database From Scratch in Go
- Concurrency Control and Recovery in Database Systems
- Jacob's blog: On database building blocks
- A B+Tree Node Underflows: Merge or Borrow?
- Cache-Friendly B+Tree Nodes With Dynamic Fanout
- Let's Build a Simple Database
- Build Your Own Redis with C/C++
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NoSQL
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SQL
- Mode's SQL Tutorial
- SQLZap - Learn SQL with for Free.
- MySQL 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
- Mode's SQL Tutorial
- PostgreSQL Tutorial
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WebGPU
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Data Science
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WebGPU
- Advanced Data Science: Statistics and Prediction Algorithms Through Case Studies
- Introduction to Data Science: Data Wrangling and Visualization with R
- Hands-On Data Visualization
- 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.
- Advanced Data Science: Statistics and Prediction Algorithms Through Case Studies
- Data Science at the Command Line
- Data Science: Theories, Models, Algorithms, and Analytics
- Data for the book's examples
- Version with Python and R
- 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
- Mining of Massive Datasets
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Debuggers
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WebGPU
- How Does a C Debugger Work?
- Part 1 - Attaching to a Process
- Part 2 - Register State and Stepping
- Part 3 - Reading Memory
- Part 4 - Exports and Private Symbols
- Part 5 - Breakpoints
- Part 6 - Stacks
- Part 7 - Disassembly
- Part 8 - Source and Symbols
- Debugging with GDB
- How Does a C Debugger Work?
- A Field Guide to Bugs
- A Field Guide to Bugs
- Debugging with GDB
- Writing a Linux Debugger
- Part 1 - Attaching to a Process
- Part 2 - Register State and Stepping
- Part 3 - Reading Memory
- Part 4 - Exports and Private Symbols
- Part 5 - Breakpoints
- Part 6 - Stacks
- Part 7 - Disassembly
- Part 8 - Source and Symbols
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Demoscene
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SQL
- Graphics Tricks from Boomers - Technical details about a 4096 bytes Atari-STE intro, by *Arnaud Carré*.
- Part 2: Texturing in a 64kB intro
- 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 3: Procedural 3D mesh generation in a 64kB intro
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Design Patterns
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SQL
- Building abstractions using higher-order functions
- Decorators and Functional programming
- Design Patterns You Should Unlearn in Python: Part2
- Part 1
- Part 2
- Part 3
- The expression problem and Rust
- Indices, not Pointers
- Multiple Dispatch Series
- Plugins Series
- Data Engineering Design Patterns (DEDP)
- Data-Oriented Design
- Design Patterns & Refactoring
- Decorators and Functional programming
- Design Patterns You Should Unlearn in Python: Part1
- Design Patterns You Should Unlearn in Python: Part2
- Most Design Patterns Are Just Dependency Injection in Disguise
- The expression problem and Rust
- From design patterns to category theory
- Game Programming Patterns
- Indices, not Pointers
- The Architecture of Open Source Applications
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WebGPU
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DevOps
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Digital Signal Processing
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SQL
- AI Audio Signal Processing Reading List
- Audio Signal Processing in FAUST
- Intoroduction to Digital Filters
- Physical Audio Signal Processing
- PySDR: A Guide to SDR and DSP using Python
- Software-Defined Radio for Engineers
- Digital Signals Theory
- Online Textbooks and Course Materials by Julius Orion Smith III
- Audio Signal Processing in FAUST
- Intoroduction to Digital Filters
- Physical Audio Signal Processing
- Spectral Audio Signal Processing
- PySDR: A Guide to SDR and DSP using Python
- The Scientist and Engineer's Guide to Digital Signal Processing
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Distributed systems
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SQL
- Implementing Raft
- Linearizability in distributed systems
- Notes on Theory of Distributed Systems
- Principles of Blockchains
- Rewriting Kafka in Rust Async: Insights and Lessons Learned in Rust
- Implementing the Raft distributed consensus protocol in Go
- Distributed Systems
- Distributed systems for fun and profit
- 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*.
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WebGPU
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Electronics
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Emulators and Virtual Machines
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SQL
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WebGPU
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Fluids Simulation
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Game Programming
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Game Engines
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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
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SQL
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Programming Languages
Categories
Math
483
Personal Websites and Blogs
405
Programming languages
330
Computer Graphics
273
AI
107
Retrocomputing
96
Algorithms
71
Web programming
59
Compilers and Interpreters
57
Low Level Stuff
49
Operating Systems
46
Computer Networks and Network Programming
42
Databases
38
Game Programming
37
Competitions and Interview Preparation Websites
34
Text editors
31
Physics
28
Design Patterns
25
Debuggers
23
Command Line and Tools
22
Other
21
Other lists
20
Data Science
20
Multithreading and Concurrency
15
Digital Signal Processing
14
Distributed systems
14
Emulators and Virtual Machines
13
GUI Programming
12
Hardware
10
Cryptography
10
Robotics
9
Reverse engineering
8
General Programming
7
Unicode
6
Geographic Information Systems
6
Command line and tools
5
Demoscene
5
System programming
4
DevOps
4
Logical Games
4
Technical Writing
4
Electronics
3
SIMD programming
3
Version control tools
2
Fluids Simulation
2
Optimization
2
IQ Tests
2
Testing
2
Biology
2
Music Theory
2
Photography
2
Information TheoryDiscovering observers
1
Information Theory
1
Art
1
Sub Categories
SIMD programming
199
Mixed Programming <span id="mixed-programming-blogs">
186
WebGPU
130
SQL
101
Ray Tracing
100
Machine Learning
92
Game and Graphics Programming <span id="game-and-graphics-programming-blogs">
90
Programming <span id="programming-competitions">
87
Python
65
Lists of programming projects to try to implement
65
Topology
61
Probability and Statistics
59
Vim
59
Operating Systems Development
58
C++ <span id="cpp">
52
Zig
51
Vibe Coding and Spec-Driven Development
50
Linux command line
49
C and C++ <span id="c-and-cpp-blogs">
46
Calculus
37
Static Program Analysis
37
Theoretical Computer Science
37
Game Engines
35
ZX Spectrum and Z80 CPU
31
C++ <span id="cpp-blogs">
31
Algebra
31
Rust
29
Computer Games AI
29
Shaders
27
Math and Physics <span id="math-and-physics-blogs">
25
CSS
23
Lisp dialects
22
Assembly
22
Web Development <span id="web-development-blogs">
21
Emacs
19
C
19
Diff Algorithms
18
Databases Development
17
Go
16
DOS
13
Geometry
13
Vulkan
13
DirectX 12
12
Analysis
11
Proofs
11
Other Blogs
11
Math <span id="math-competitions">
10
AI <span id="ai-blogs">
10
Mathematical Finance
10
Category Theory
9
Books by Fabien Sanglard
9
Performance and Optimization <span id="performance-and-optimization-blogs">
8
Operations Research
8
Jai
8
Mathematical Logic
7
Regular expressions
7
Combinatorics
7
CP/M <span id="cpm">
6
Number theory
6
JavaScript
6
Game Boy
6
Image Processing
6
Haskell
6
Ada
6
OpenGL
6
Odin
6
Commodore 64
6
Graph Theory
6
Curl
5
Forth
5
Game Theory
5
Creative Coding
5
Prolog
5
Erlang
4
High School Math
4
Demoscene
4
Apple II
4
Adevent of code on retro machines
4
GPU and TPU Programming
4
Game Physics
4
HTML
4
R
3
Measure Theory
3
Hardware Blogs
3
Metal
3
PostScript
3
Java
3
Django
3
Pyret
2
Lean
2
Pascal
2
Smalltalk
2
Bloom Filters
2
OCaml
2
Nix
2
Ruby
2
Curves and Surfaces
2
Differential Equations
2
Physics <span id="physics-competitions">
2
NES
2
Simulations
2
Ya
2
CMake
1
Cuda
1
NoSQL
1
Oberon-2
1
D
1
Numerical analysis
1
C# <span id="c-sharp">
1
Nim
1
Mega 65
1
General problem solving
1
Datalog
1
Date-time
1
Bash
1
Basic
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