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PECB Certified Artificial Intelligence Professional exam — Information & Free Practice

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About PECB Certified Artificial Intelligence Professional exam

PECB Certified Artificial Intelligence Professional exam · US

Key exam facts

Provider
PECB Group Pte. Ltd. (PECB): certification scheme and examination provider; online delivery and remote invigilation via its PECB Exams application.
Format
English, open-book multiple-choice examination, available online and on paper. Stand-alone and scenario-based questions; three options per official question with one keyed answer. This practice bank uses four options.
Exam questions
Total questions: 80.
Time limit
3 hours examination time. Candidates taking the exam in a non-native language may request 30 additional minutes for this Lead examination on exam day. Arrival at least 30 minutes early is separate from answer time.
Passing score
70% passing score on the examination's question/point percentage scale.
Exam fee
USD 1,000 for the Lead examination taken without a training course. For a PECB Partner training, eLearning or self-study package, the training fee includes the first exam attempt and one free retake, plus certification application and first-year annual maintenance; the package cycle must be completed within 12 months of instructor-led course completion or self-study/eLearning purchase. Certification application is otherwise a separate fee, not part of the USD 1,000 exam-only price.

Topics covered

  • Fundamental concepts and principles of artificial intelligence (8.75%)

  • Data analysis and visualization (21.25%)

  • Building machine learning models (21.25%)

  • Deep learning and natural language processing (23.75%)

  • Knowledge and application of computer vision and robotics (6.25%)

  • AI Security (5%)

  • AI ethics, governance, and strategy (13.75%)

How to prepare

Work through the topics, read the explanation after each answer, and revisit the areas where you miss questions. Use the official outline and reference materials below to guide your study.

These independent practice questions are not actual exam items and do not guarantee a passing result.

Frequently asked questions

What is the exam format?

English, open-book multiple-choice examination, available online and on paper. Stand-alone and scenario-based questions; three options per official question with one keyed answer. This practice bank uses four options.

How many questions are on the exam?

Total questions: 80.

How long is the exam?

3 hours examination time. Candidates taking the exam in a non-native language may request 30 additional minutes for this Lead examination on exam day. Arrival at least 30 minutes early is separate from answer time.

What is the passing score?

70% passing score on the examination's question/point percentage scale.

How much does the exam cost?

USD 1,000 for the Lead examination taken without a training course. For a PECB Partner training, eLearning or self-study package, the training fee includes the first exam attempt and one free retake, plus certification application and first-year annual maintenance; the package cycle must be completed within 12 months of instructor-led course completion or self-study/eLearning purchase. Certification application is otherwise a separate fee, not part of the USD 1,000 exam-only price.

Official sources and references

Confirm current exam arrangements with the exam provider.