AWS GenAI Pro Mastery — Production GenAI on AWS: From Your First Bedrock Call to Certified Professional
Build a production-grade GenAI support agent on Amazon Bedrock, module by module, and walk into the AIP-C01 exam ready.
About this course
This is a free, code-first course for Python developers comfortable with LLM APIs who want to ship GenAI on AWS the right way. Across the series you build Relay, a customer-support agent for the fictional CloudCart — from your first Amazon Bedrock Converse call to a deployed, guarded, evaluated, observed, and cost-optimized production system — while covering 100% of the AIP-C01 exam blueprint.
Every lab runs against real AWS: tested, version-pinned, and honest about cost. The whole 15-lab build measured about $1.35 of Bedrock and AWS spend at June 2026 prices, with a teardown for every module.
Syllabus
- 01 The GenAI Developer on AWS: Bedrock, Models, and Your First Converse Call (AWS GenAI Developer Pro, Module 1) 14 min read Read
- 02 Prompt Engineering in Production: Templates, Structured Output, and Prompt Management (AWS GenAI Developer Pro, Module 2) 15 min read Read
- 03 The FM Integration Layer: Model Selection, Routing, Streaming, and Resilience (AWS GenAI Developer Pro, Module 3) 15 min read Read
- 04 RAG Foundations: Chunking, Embeddings, and Vector Stores (AWS GenAI Developer Pro, Module 4) 15 min read Read
- 05 Managed RAG: Bedrock Knowledge Bases, Hybrid Search, and Rerankers (AWS GenAI Developer Pro, Module 5) 15 min read Read
- 06 Data Pipelines for FMs: Validation, Multimodal Input, and Document Processing (AWS GenAI Developer Pro, Module 6) 15 min read Read
- 07 Agentic AI on AWS: Strands Agents, Tool Calling, and MCP (AWS GenAI Developer Pro, Module 7) 15 min read Read
- 08 Multi-Agent Systems and Bedrock AgentCore: Runtime, Memory, and HITL (AWS GenAI Developer Pro, Module 8) 15 min read Read
- 09 Safety Engineering: Guardrails, Prompt Injection, and Hallucination Control (AWS GenAI Developer Pro, Module 9) 15 min read Read
- 10 Security, Privacy, and Governance: IAM, PII, and Responsible AI (AWS GenAI Developer Pro, Module 10) 16 min read Read
- 11 Shipping Relay: Serverless Deployment, Enterprise Integration, and CI/CD (AWS GenAI Developer Pro, Module 11) 17 min read Read
- 12 The Token Economy: Cost and Performance Optimization for GenAI (AWS GenAI Developer Pro, Module 12) 18 min read Read
- 13 Evaluating GenAI Applications: Bedrock Evaluations, LLM-as-a-Judge, and RAG Metrics (AWS GenAI Developer Pro, Module 13) 19 min read Read
- 14 Operating GenAI in Production: Observability, Monitoring, and Troubleshooting (AWS GenAI Developer Pro, Module 14) 20 min read Read
- 15 Capstone: Ship Relay, a Production-Grade GenAI Support Agent (AWS GenAI Developer Pro, Module 15) 16 min read Read
- 16 Pass the AIP-C01 Exam: Strategy, Mock Exam, and My Debrief (AWS GenAI Developer Pro, Module 16) 24 min read Read
Also in this course: Glossary