AWS Certified AI Practitioner
AWS Certified AI Practitioner validates in-demand knowledge of artificial intelligence (AI), machine learning (ML), and generative AI concepts and use cases. Sharpen your competitive edge and position yourself for career growth and higher earnings.

Exam overview
AWS Certified AI Practitioner
Prepare for the exam
Go from start to certified. Follow our Exam Prep Plan on AWS Skill Builder, our online learning center, so you can approach exam day with confidence.
1
Get to know the exam
Follow the 4-step plan.
2
Refresh your AWS knowledge and skills
Enroll in digital courses where you need to fill gaps in knowledge and skills, practice with AWS Builder Labs, AWS Cloud Quest, and AWS Jam.
3
Review and practice for your exam
Review the scope of the exam. Explore each exam domain’s topics and how they align to AWS services. Reinforce your knowledge and identify learning gaps with exam-style questions and flashcards. Follow instructors as they walk through exam-style questions and provide test-taking strategies. Continue practicing with AWS Builder Labs, AWS SimuLearn, and/or AWS Escape Room.
4
Assess your exam readiness.
Take the AWS Certification Official Pretest.