Exam Outline

Certified Artificial Intelligence Prefect Advanced - CAIPa

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Scoped Questions

990

Domain Weight Gap

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Certified Artificial Intelligence Prefect Advanced - CAIPa 39 topics
- Module 1 - AI, data science, and applied AI domains 20% 8 subtopics
- Module 2 - Problem solving and Python basics 15% 7 subtopics
- Module 3 - Python data structures and control flow 10% 7 subtopics
- Module 4 - Functions, files, structures, and trends 15% 6 subtopics
- Module 5 - Machine learning foundations 25% 3 subtopics
- Module 6 - Feature engineering and ML methods 15% 2 subtopics

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39 mapped topics in scope

990 questions in this outline

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Domain mix

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Module 1 - AI, data science, and applied AI domains 20%

Module 2 - Problem solving and Python basics 15%

Module 3 - Python data structures and control flow 10%

Module 4 - Functions, files, structures, and trends 15%

Module 5 - Machine learning foundations 25%

Module 6 - Feature engineering and ML methods 15%

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