Not just reading — experiencing. Every concept comes with interactive visualizations and hands-on experiments.
From transformer architecture internals to production MLOps — understand every layer of LLM development.
Experiment with real PyTorch code, tokenizers, and training loops in your browser.
Animated diagrams, attention visualizations, and interactive simulations make complex concepts intuitive.
Each topic has dual-layer explanations: accessible analogies plus deep technical dives.
16 comprehensive stages across 8 phases — from the first research paper to production deployment.
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3 stages
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2 stages
1 stage