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Prototype to production

0 / 44 lessons
M00…

Build Your First AI App

Build a local-first AI assistant with streaming, memory, and a real backend

M01…

RAG and Context Engineering

Build document AI that shows sources, handles messy context, and can be evaluated

M02…

AI Agents and Workflows

Build agents and workflows with tool use, recovery loops, and failure traces

M03…

AI Systems Engineering

Turn prototypes into systems with evals, datasets, fine-tuning, and LLMOps

M04…

MLOps and Production Systems

Package, validate, deploy, and monitor ML services that stay up under real traffic

M05…

AI/ML Foundations

Fill in the Python, Docker, ML math, and PyTorch fundamentals you actually need.