Learn by Building
Each project teaches you a major area of AI by having you build something real. No toy examples. No hand-waving. Real systems you can use.
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The Nuclear Reference Vault
Available NowBuild AI Systems
Build a complete RAG (Retrieval-Augmented Generation) system from scratch. Learn to ingest documents, create embeddings, search with vectors, run local LLMs, and orchestrate intelligent agents.
25 hours
intermediate difficulty
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The Model Forge
Coming SoonTrain AI Models
Go deeper. Learn how AI models actually learn by training them yourself. Build neural networks from scratch, understand transformers, and fine-tune LLMs.
30 hours
advanced difficulty
Requires: vault