Generative AI Study System

Curriculum-ordered. Career-mapped. GitHub-native.

The production-grade GenAI engineering manual. 83 structured study notes spanning 13 domains — from linear algebra prerequisites through autonomous agent orchestration and frontier research. Each note is a self-contained 30–60 minute session combining theory, production code, failure modes, and interview preparation. Career-mapped to 31 AI/ML roles across 5 specialization tracks.

Start Learning Path Explore 31 Roles Track Progress

Four Ways In

📚 Linear Curriculum Start from scratch. Part 1 builds the universal foundation (math → transformers → RAG → agents). Part 2 branches into 5 role-specific tracks. Estimated 120+ hours. 🎯 Career-First Pick your target role — GenAI Engineer, RAG Engineer, Agentic AI Engineer, MLOps, or ML Engineer — and follow a curated path with salary data, portfolio projects, and interview prep. 🔍 Topic Reference Already know what you need? Jump directly to any of 83 topics via the master scope map. Every note links to prerequisites and next steps. 📎 Obsidian Vault Clone the repo and open it as an Obsidian vault. Pre-configured with graph colors, backlinks, and excluded folders. Works offline.

By the Numbers

83Topic Notes

7Role Guides

5Career Tracks

4Interactive Tools

Interactive Study Tools

🧠 Spaced Repetition Decks Pre-built Anki TSV exports generated from every note's Interview Angles section. One master deck plus 5 track-specific decks for targeted review. 🕸️ Knowledge Graph Interactive D3.js force-directed graph of all 83 notes and 250+ connections. Discover prerequisite chains and concept relationships visually. 📊 Topic–Role Matrix See exactly which topics are Critical, Important, or Optional for each of the 7 roles. Filter your study plan to focus on what matters for your career. ✅ Progress Tracker Browser-persisted completion tracking with localStorage. Mark topics done as you go and export markdown snapshots of your progress.

All notes verified April 2026. CI-enforced quality gates: zero broken links, zero formatting violations, 100% template compliance.
Browse the Concept Map → · View on GitHub →