Unlocks after Module 11The AI Engineering Program
Module 12: Production AI & LLMOps
Package, deploy, monitor and pay for AI systems like a production team does.
24guided hours
10lessons
12 of 13in the program
Lessons
10 lessons, in order. Each one unlocks when you finish the one before it.
- 12.1Docker for AI apps
- 12.2CI/CD with GitHub Actions, with eval gates
- 12.3Deploying on free tiers
- 12.4Cloud essentials: storage, serverless and managed model APIs on AWS
- 12.5Secrets, authentication and rate limiting
- 12.6Monitoring, logging and alerts
- 12.7Cost engineering: caching, model routing and batching
- 12.8Drift, feedback loops and retraining
- 12.9Incidents and rollbacks
- 12.10Module project
Your first lesson is on us.
AI vs ML vs DL vs GenAI: deep notes, a hands-on lab and a quiz. No card. No catch.