LLMOps & Production Systems¶
Learn to deploy, monitor, and maintain LLM applications in production environments. Course 12 · Production · 10 lessons · ~16h
Lessons¶
| # | Lesson | Duration | Level |
|---|---|---|---|
| 1 | Introduction to LLMOps | 45 min | intermediate |
| 2 | Observability & Monitoring | 50 min | intermediate |
| 3 | Prompt Versioning & Management | 45 min | intermediate |
| 4 | Caching Strategies | 45 min | intermediate |
| 5 | A/B Testing for AI Applications | 50 min | intermediate |
| 6 | Cost Optimization | 50 min | intermediate |
| 7 | Model Deployment Patterns | 50 min | advanced |
| 8 | API Design for AI Services | 45 min | advanced |
| 9 | Security & Privacy | 50 min | advanced |
| 10 | Scaling AI Applications | 50 min | advanced |
| Start here: Introduction to LLMOps |