AWS Certified AI Practitioner

65 questions. 90 minutes. A foundational AI and ML credential built for people who do not write code. The exam covers generative AI principles and responsible AI practices alongside the fundamentals, and it is aimed squarely at sales, marketing, operations, and product roles. AWS data shows employers pay 41-47% more for AI-certified professionals. Prep materials are free on AWS Skill Builder, with a $100 exam fee at the end.