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Self Learning for all
Searchable, leveled learning map of AI/ML tools
Searchable, leveled learning map of AI/ML tools — each with a Read link + the code, sorted by concept depth (Level 0→4). - maneesh-kumar-thakur/self-serve-learnings-4-all
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?
About Self Learning for all on Product Hunt
“Searchable, leveled learning map of AI/ML tools”
Self Learning for all was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #43 on the daily leaderboard. Searchable, leveled learning map of AI/ML tools — each with a Read link + the code, sorted by concept depth (Level 0→4). - maneesh-kumar-thakur/self-serve-learnings-4-all
On the analytics side, Self Learning for all competes within Productivity, Open Source, Artificial Intelligence and GitHub — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Self Learning for all performed against the three products that launched closest to it on the same day.
Who hunted Self Learning for all?
Self Learning for all was hunted by Maneesh Thakur. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Self Learning for all including community comment highlights and product details, visit the product overview.
Maneesh Thakur