{"repo":"HenryNdubuaku/maths-cs-ai-compendium","free":true,"listed":false,"github":"https://github.com/HenryNdubuaku/maths-cs-ai-compendium","clone":"git clone https://github.com/HenryNdubuaku/maths-cs-ai-compendium.git","description":"Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.","language":"TypeScript","stars":7336,"topics":["algorithms","deep-learning","jax","machine-learning","machine-learning-algorithms","math","mathematics","python","ai-textbook","artificial-intelligence"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Maths, CS & AI Compendium Read online : henryndubuaku.github.io/maths-cs-ai-compendium Overview Most textbooks bury good ideas under dense notation, skip the intuition, assume you already know half the material, and quickly get outdated in fast-moving fields like AI. This is an open, unconventional textbook covering maths, computing, and artificial intelligence from the ground up. Written for curious practitioners looking to deeply understand the stuff, not just survive an exam/interview. Background Over the past years working in AI/ML, I filled notebooks with intuition first, real-world context, no hand-waving explanations of maths, computing and AI concepts. In 2025, a few friends used these notes to prep for interviews at DeepMind, OpenAI, Nvidia etc. They all got in and currently perform well in their roles. Meanwhile I got in Y Combinator last year. So I'm sharing to everyone. MCP Server This repo includes an MCP server that lets any AI assistant (Claude Code, Cursor, VS Code, etc.) use the compendium as a knowledge base. It requires a local clone of the repo. Comes with tools for educational purposes and example implementations. Outline # Chapter Summary Status --- --------- --------- -------- 01 Vectors Spaces, magnitude, direction, norms, metrics, dot/cross/outer products, basis, duality Available 02 Matrices Properties, special types, operations, linear transformations, decompositions (LU, QR, SVD) Available 03 Calculus Derivatives, integrals, multivariate calculus, ","default_branch":null,"files":null,"tree":[],"storefront":"/r/HenryNdubuaku","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/HenryNdubuaku/maths-cs-ai-compendium/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}