Data Governance for AI Pipelines — Roadmap Step & Resources
Tracking what data flows through prompts, training and logs
- Level: beginner
- Estimated time: 1 days
- Roadmap: LLMOps & AI Infrastructure
Before this step
Study resources
- Hugging Face Documentation (Article) — Official documentation covering model serving, inference tooling and deployment for open-weight models. Background reading/viewing for: Data Governance for AI Pipelines.
- Anthropic API Documentation (Article) — Anthropic's official documentation on administration and security for AI systems. Relevant to: Data Governance for AI Pipelines.
Part of
- Security and Compliance for AI Systems — section
- LLMOps & AI Infrastructure roadmap — the full learning path