390 unique questions - no recycling between exams

Domain-weighted - every exam follows the official 20% / 24% / 28% / 14% / 14% domain split

Scenario-based - 70%+ of questions are "A company..." / "A team needs..." style, just like the real exam

Detailed explanations for every question, anchored to AWS services and the Well-Architected Framework

Lifetime access - retake as many times as you like, on any device

Mobile-friendly - practice on the Udemy app while commuting

Domain 2 - Fundamentals of Generative AI (24%): tokens, embeddings, foundation models, multi-modal, Amazon Bedrock, SageMaker JumpStart, Amazon Q, PartyRock

Domain 3 - Applications of Foundation Models (28%): model selection, RAG, vector databases, agents, prompt engineering, fine-tuning, RLHF, evaluation (ROUGE, BLEU, BERTScore)

Domain 4 - Guidelines for Responsible AI (14%): Bedrock Guardrails, SageMaker Clarify, Model Monitor, Augmented AI (A2I), bias/variance, model cards, human-centered design

Domain 5 - Security, Compliance, Governance (14%): IAM, KMS, Macie, PrivateLink, prompt injection defense, AWS Config, Audit Manager, Artifact, CloudTrail, GenAI Security Scoping Matrix

Cloud and IT professionals validating their generative AI knowledge

Solutions architects, data engineers, and ML enthusiasts moving into the GenAI space

Students and career changers looking for a foundational AWS AI certification

Targeted study - review explanations and re-read AWS docs for any domain you scored under 70%

Practice exams 2-5 - take one every 2-3 days, reviewing every wrong answer in depth

Final readiness check - take Practice Exam 6 under timed exam conditions. If you score 75%+ consistently, you are ready