Module 10: LLMOps Fundamentals
๐ฏ Learning Objectivesโ
- Understand what makes LLMOps distinct from traditional MLOps
- Identify the unique challenges of operating LLM-based systems
- Map the LLMOps tooling landscape
๐ Module Contentโ
Chapter 1: What is LLMOps?โ
Definition, emergence, specialized challenges, tooling landscape.
Chapter 2: Differences from Traditional MLOpsโ
Scale differences, inference patterns, prompt management, evaluation challenges.
Chapter 3: LLM-Specific Challengesโ
Cost management, latency requirements, hallucination monitoring, safety.
๐ Let's Begin!โ
Start with Chapter 1: What is LLMOps?.