Capstone: Build a Production LLMOps Platform — Roadmap Step & Resourc…
A complete operational stack covering deployment, monitoring, evaluation and cost control
- Level: beginner
- Estimated time: 1 days
- Roadmap: LLMOps & AI Infrastructure
Before this step
Interview questions
- Walk me through how you'd operationalize a promising AI prototype into something reliable enough for production.
Study resources
- Google Cloud Vertex AI Documentation (Article) — Google Cloud's official documentation for deploying, monitoring and operating AI systems at scale. Background reading/viewing for: Capstone: Build a Production LLMOps Platform.
- freeCodeCamp (Video) — freeCodeCamp's LLMOps courses, useful for portfolio-building projects. Relevant to: Capstone: Build a Production LLMOps Platform.
Part of
- Career and Capstone — section
- LLMOps & AI Infrastructure roadmap — the full learning path