AWS Certified AI Developer - Professional (AIP-C01) - Quick Reference Cheat Sheet

Purpose

Fast-reference guide with bullet-point takeaways for rapid exam prep.

This is NOT:

• ❌ A comprehensive study guide
• ❌ Detailed explanations
• ❌ Question walkthroughs

This IS:

• ✅ Key reminders (1-3 sentences each)
• ✅ Essential facts, limits, and service differentiators
• ✅ Quick decision guides for complex scenarios
• ✅ Domain-organized takeaways at Professional level

How to Use

1. Pre-exam review - 45-90 minutes before exam
2. Quick refresh - Review specific domains as needed
3. Fill knowledge gaps - Focus on unfamiliar topics
4. Targeted drill - Use 97_critical_topics for high-yield areas

Study Time

• Full review: 45-90 minutes
• Single domain: 8-15 minutes
• Critical topics: 15-20 minutes
• Question strategies: 10 minutes
• Final checklist: 10-15 minutes

Exam Structure

Detail	Value
Scored questions	65
Unscored questions	20 (not identified)
Total questions	85
Time limit	170 minutes
Passing score	750/1000 (scaled)
Question types	Multiple choice (1 correct), Multiple response (2+ correct)
Penalty for guessing	None - answer ALL questions
Exam level	Professional (not Practitioner/Associate)

Domain Weights

Domain	Weight	~Scored Questions	Priority
D1: Foundation Model Integration, Data Management & Compliance	31%	~20	🔴 Highest
D2: Implementation and Integration	26%	~17	🔴 High
D3: AI Safety, Security & Governance	20%	~13	🟡 Medium
D4: Operational Efficiency & Optimization	12%	~8	🟢 Lower
D5: Testing, Validation & Troubleshooting	11%	~7	🟢 Lower

📌 D1 + D2 = 57% of the exam - Master these two domains first.

⚠️ Professional-level exam: Expect complex multi-service scenarios, architecture trade-offs, and enterprise-scale considerations. This is NOT a definitions exam.

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Start with Domain 1 or jump to your weakest area. Use 97_critical_topics for high-yield review.