AWS Certified Generative AI Developer - Professional
AIP-C01 cert track
- Level
- Professional
- Time
- ~80 hr
- Modules
- 5
- Status
- Planned
Prep scope
Foundation model integration, vector stores, RAG, agentic AI, multimodal pipelines, governance, and operational optimization on AWS. Tests Bedrock, SageMaker, Step Functions, Lambda, and the rest of the BakedIn production stack. Closest cert to BakedIn's actual work.
Cert track · BakedIn parallel courses
BakedIn cert-prep guides being authored against the same exam blueprint. Validated by Glen passing the cert from the BakedIn content.
BakedIn Bedrock FM Integration
Pairs to Content Domain 1 (31%): Foundation Model Integration, Data Management, Compliance. FM selection, Bedrock Cross-Region Inference, SageMaker LoRA, vector stores, knowledge bases. Backed by BakedIn's production Bedrock-routed inference + ETL source registry.
BakedIn Agentic + Application Integration
Pairs to Content Domain 2 (26%): Implementation and Integration. Agentic AI tool design, FM API integration, model deployment strategies, enterprise integration patterns. Backed by the tf-rubric MCP server.
BakedIn AI Safety, Security, Governance
Pairs to Content Domain 3 (20%): input/output safety controls, data security, AI governance, responsible AI principles. Direct map to BAMF assertion library (NIST AI RMF, OWASP LLM Top 10, NIST CSF 2.0).
BakedIn Operational Optimization
Pairs to Content Domain 4 (12%) + Domain 5 (11%): cost optimization, performance, monitoring, evaluation systems, troubleshooting. Backed by BakedIn's per-task model selection + Activate-credit cost discipline.
How this prep is built
Each cert prep guide on this site is authored via the same BakedIn content pipeline that produces the Getting Ready for AI pathway: ingestion of vendor source material, structured synthesis with citations, generated practice items, and evaluations against the exam blueprint.
The methodology was proven by hand on four earlier certs (CISSP, CISM, CISA, CRISC). AI learning engineering is what scales it across the guides currently in flight.
Guide content is still being authored. This is a roadmap page, not a finished product.