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Academy · v1

Six modules. One path to production.

Pick a module, work the lessons, ship the capstone. You can do them in order or jump to what you need.

M017 lessons

Build Your First AI App

From zero to a local-first AI chatbot with memory

Start
M0210 lessons

RAG and Context Engineering

Build a RAG system over your own documents, and evaluate whether the answers are right

Start
M037 lessons

AI Agents and Workflows

Build agents that plan, use tools, and recover when they fail. Know when they go wrong.

Start
M048 lessons

AI Systems Engineering

Do the work between having a prototype and a system you can ship

Start
M055 lessons

MLOps and Production Systems

Take a model from your laptop to a cloud service that stays up and serves millions of users

Start
M064 lessons

AI/ML Foundations

Fill in Python, the ML math you actually need, and your first PyTorch model.

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Workshops & Recordings

Live monthly sessions

Members-only walkthroughs. Recordings posted after each session.

MLExpert

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