AI Systems from Scratch

From minimal math to Transformers, LLMs, RAG, agents, and evaluation & operations — a 37-part curriculum that builds AI systems from the ground up, in order.

1. An AI Learning Map — Orientation: The Whole Picture Before the Details

   Jul 16, 2026 AI Systems

   An orientation that maps how AI, machine learning, deep learning, and LLMs relate, how AI products travel from data to the user, and how the field arrived where it is today.