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AWS GenAI Developer Pro study guide

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Lessons

  1. AIP-C01 Exam Structure, Logistics & Passing
  2. AIP-C01 Scoring & Professional Decision Stra
  3. Model Abstraction, Controlled Switching & Re
  4. Foundation Model Landscape & Model Selection
  5. Custom Model Deployment & Lifecycle Manageme
  6. Customization Spectrum: Prompting vs RAG vs
  7. Capacity Measurement, Scaling Patterns & Res
  8. On-Demand vs Provisioned Throughput & Capaci
  9. Batch Inference & Bedrock Intelligent Prompt
  10. Intelligent Prompt Routing & Application Eli
  11. Prompt Caching, Token Optimization & Latency
  12. Amazon Bedrock Model Evaluation — Free Study Guide 2026
  13. Human, RAG & Continuous Evaluation — Free Study Guide 2026
  14. RAG and Agent Performance Evaluation — Free Study Guide 2026
  15. Evaluation Metrics & RAG Quality Benchmarkin
  16. CloudWatch Metrics, Throttling & Operational
  17. Quota Diagnosis, Retry Control & Operational
  18. Prompt Maintenance, Content Handling & Deplo
  19. Troubleshooting Common GenAI Failure Modes &
  20. Knowledge Source Integration, Synchronizatio
  21. Managed RAG Architecture with Bedrock Knowle
  22. Data Ingestion, Parsing & Chunking Strategie
  23. Embedding Models & Vector Representations
  24. Vector Index Scale, Migration & Retrieval Ev
  25. Vector Database Selection: OpenSearch Server
  26. Vector Store Security, Multi-Tenancy & Conne
  27. Metadata Filtering, Reranking & Query Transf
  28. Hybrid Search, Metadata Filtering & Semantic
  29. Fine-Tuning & Continued Pre-Training Data Pi
  30. Data Validation, Multimodal Processing & Mod
  31. Data Privacy, Data Residency & Compliance Go
  32. Privacy Preservation, Source Lineage & Audit
  33. Inference Parameters, Prompt Governance & Re
  34. Advanced Prompt Engineering Techniques & Inf
  35. Converse API vs InvokeModel API & Message Fo
  36. Tool Calling, FM API Resilience & Model Rout
  37. Resilient Streaming, Deployment & Asynchrono
  38. Streaming Architectures & Asynchronous Event
  39. Agent Frameworks, MCP & Lifecycle Management
  40. Agentic Architecture, ReAct Reasoning Loops
  41. Action Groups, OpenAPI Schemas & AWS Lambda
  42. Agent Memory, Session State & Multi-Agent Co
  43. Persistent State & Multi-Agent Coordination
  44. Advanced Agent Prompt Templates & Flow Custo
  45. Agent Safeguards, Tool Reliability & Cost Co
  46. Amazon Bedrock Prompt Flows & Visual Orchest
  47. Step Functions Orchestration & Human-in-the-
  48. Enterprise Integration: API Gateway, AppSync
  49. Hybrid Integration, GenAI Gateways & CI/CD T
  50. Content Safety, Defense in Depth & Threat De
  51. Guardrails Architecture, Denied Topics & Con
  52. Sensitive Information Filters & PII Redactio
  53. Contextual Grounding Checks & Hallucination
  54. IAM Least Privilege & Resource Policies for
  55. PrivateLink VPC Endpoints & Network Isolatio
  56. Encryption with AWS KMS & Cross-Account Acce
  57. SageMaker Model Cards & AI Governance Framew
  58. Lineage, Fairness, Transparency & Continuous
  59. Invocation Logging, CloudTrail Auditing & Ob
  60. Responsible AI, Bias Mitigation & Red Teamin