Hey Product Hunt 👋 team and all readers, Every time I dug into a new corner of AI/ML, I hit the same wall: tool "lists" that are either a 500-link dump or an SEO listicle. None told me where to start, or how deep a tool actually goes. So I built the map I wish I'd had: ~150 LLM & generative-AI tools sorted by CONCEPT DEPTH — from Level 0 (use ChatGPT, zero theory) to Level 4 (distributed training, GPU kernels). Two things make it different: 🎯 Leveled, not dumped — you instantly know if something's a weekend toy or a research-grade framework. 📖 Two links per tool — one approachable article to UNDERSTAND it, one to the CODE. No AI-generated fluff: the links are researched, verified, and auto-checked weekly so they don't rot. It's a single fast page — search, autocomplete, level + category filters — with no signup, no tracking, no ads. And it's 100% open source (CC0 / public domain) 🛠️ — the entire catalog is one data file on GitHub. Fork it, fix a level, add a tool, or lift the whole thing for your own project. PRs welcome. Classical ML, computer vision, and MLOps are next. 👉 Try it: https://maneesh-kumar-thakur.git... ⭐ Code: https://github.com/maneesh-kumar... Feedback I'd love: what tool am I missing, and where would you move something up or down a level?

Self Learning for all

Searchable, leveled learning map of AI/ML tools

Searchable, leveled learning map of AI/ML tools