Discover AI - A Teaching & Learning Guide - 51 hands-on labs for learning how AI actually works.

Overview

This is a learning resource about how artificial intelligence works, broken down into its component parts. Understand each one, then put them together to create your own. You learn by trying, not just by reading, from the required math to training a model and the text comes in three reading levels. A bit of insight - 51 labs in 6 groups, from the basics (what a neuron is, gradient descent) through attention, RAG, agents, fine-tuning, quantization, serving, and more - Each lab has a short lesson

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