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AIP-C01 revision

AIP-C01 study guide — free revision notes

The complete AWS Certified Generative AI Developer – Professional (AIP-C01) study library — 21 lessons mapped to every domain and topic in the official exam guide. Free to read, no account needed.

Lessons
21
across 5 domains
Reading time
8 hrs
483 minutes in total
Exam
75 Qs
180 min · pass 750 / 1000
Price
Free
no account required
Implement data validation and processing pipelines for FM consumption
AIP-C01 Data Validation and Processing Pipelines for Foundation Models25 min
Implement prompt engineering strategies and governance for FM interactions
AIP-C01 Prompt Engineering and Prompt Governance on Amazon Bedrock21 min

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The AIP-C01 blueprint, domain by domain

AWS publishes exactly what the AIP-C01 tests and how much each part is worth. Here it is — every domain, its weight, the topics inside it, and the lessons that cover them.

Domain 1

Foundation Model Integration, Data Management, and Compliance

31%
of the exam

Designing GenAI solutions and choosing foundation models, preparing data for them, vector stores and retrieval for RAG, and prompt engineering and prompt governance. Official weighting 31%.

6 topics in this domain
  • Analyze requirements and design GenAI solutions
  • Select and configure FMs
  • Implement data validation and processing pipelines for FM consumption
  • Design and implement vector store solutions
  • Design retrieval mechanisms for FM augmentation
  • Implement prompt engineering strategies and governance for FM interactions
6 lessons · 133 min of reading · 258 practice questionsStart this domain
Domain 2

Implementation and Integration

26%
of the exam

Agentic AI and tool integration (including MCP), model deployment, enterprise integration and GenAI gateways, Bedrock API patterns (sync, async, streaming, routing, resilience) and developer tooling. Official weighting 26%.

5 topics in this domain
  • Implement agentic AI solutions and tool integrations
  • Implement model deployment strategies
  • Design and implement enterprise integration architectures
  • Implement FM API integrations
  • Implement application integration patterns and development tools
5 lessons · 115 min of reading · 220 practice questionsStart this domain
Domain 3

AI Safety, Security, and Governance

20%
of the exam

Input and output safety controls and guardrails, prompt-injection defence, data security and privacy (PII), governance, traceability and compliance, and responsible AI. Official weighting 20%.

4 topics in this domain
  • Implement input and output safety controls
  • Implement data security and privacy controls
  • Implement AI governance and compliance mechanisms
  • Implement responsible AI principles
4 lessons · 91 min of reading · 168 practice questionsStart this domain
Domain 4

Operational Efficiency and Optimization for GenAI Applications

12%
of the exam

Token and cost efficiency, caching, throughput and latency tuning, inference parameters, and monitoring and observability for GenAI applications. Official weighting 12%.

3 topics in this domain
  • Implement cost optimization and resource efficiency strategies
  • Optimize application performance
  • Implement monitoring systems for GenAI applications
3 lessons · 73 min of reading · 102 practice questionsStart this domain
Domain 5

Testing, Validation, and Troubleshooting

11%
of the exam

Evaluating FM output, RAG and agents (including LLM-as-a-judge and Bedrock evaluations), quality gates for deployments, and troubleshooting context, API, prompt and retrieval problems. Official weighting 11%.

3 topics in this domain
  • Implement evaluation systems for GenAI: output quality, model comparison and quality gates
  • Implement evaluation systems for GenAI: RAG, retrieval and agent evaluation
  • Troubleshoot GenAI applications
3 lessons · 71 min of reading · 93 practice questionsStart this domain

How to revise for the AIP-C01

Reading every note front to back is the slowest way to pass. The exam is weighted, so your revision should be too — the blueprint above tells you exactly where the marks are.

Read in weight order, not page order

Foundation Model Integration, Data Management, and Compliance carries the most marks on the AIP-C01, so it earns the most of your attention. Work down the blueprint from the heaviest domain to the lightest rather than starting at domain 1 and grinding forward.

First pass for coverage, second pass for recall

Read each lesson once without stopping to memorise — you are building a map, not a memory. On the second pass, read only the "what's tested" and key-takeaway blocks. If a takeaway surprises you, that lesson goes back on the pile.

Turn takeaways into questions

Cover a lesson's key takeaways and try to say them out loud from the heading alone. Recall you can produce under your own steam is the only recall that survives a timed exam; recognition on a re-read is not the same thing.

Stop reading when practice, not the page count, says so

Finishing the notes is not the goal — scoring is. Move to AIP-C01 practice questions early, then come back to the exact lessons your wrong answers point at. That loop is worth far more than a third read-through.

Beyond the AIP-C01 notes

AIP-C01 revision notes: your questions

Yes. All 21 AIP-C01 lessons are readable in full without an account and without payment. Creating a free account adds progress tracking, bookmarks and a readiness score — it does not unlock extra reading.