The LLMOps Lifecycle — Roadmap Step & Resources
From prompt/model development through production monitoring
- Level: beginner
- Estimated time: 1 days
- Roadmap: LLMOps & AI Infrastructure
Before this step
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: The LLMOps Lifecycle.
- Hugging Face Documentation (Article) — Official documentation covering model serving and inference tooling. Relevant to: The LLMOps Lifecycle.
Part of
- Prompt Engineering Fundamentals — section
- LLMOps & AI Infrastructure roadmap — the full learning path