AI Part 1: What You Need to Know Before Building with LLMs
1. What an LLM Really Is
2. Core Concepts in an LLM System
Context and Knowledge
Prompting
Reasoning and Orchestration
Inference and Scaling
Evaluation and Feedback
Monitoring and Governance
3. The Flow of an LLM Application
4. The Three Big Goals
5. How It All Fits Together
6. The Mindset