This document provides an agenda for a full-day bootcamp on large language models (LLMs) like GPT-3. The bootcamp will cover fundamentals of machine learning and neural networks, the transformer architecture, how LLMs work, and popular LLMs beyond ChatGPT. The agenda includes sessions on LLM strategy and theory, design patterns for LLMs, no-code/code stacks for LLMs, and building a custom chatbot with an LLM and your own data.