Study Hub / AWS Certified AI Practitioner (AIF-C01)
AWS Certified AI Practitioner (AIF-C01): Free Study Previews
The AWS Certified AI Practitioner (AIF-C01) validates AI/ML fundamentals on AWS across five domains. This hub previews three conceptual domains free — the full AWS AI Practitioner Study Guide on Etsy covers all five in exam-weight order.
Free domain previews
Domain 1.0, 20% of exam
Domain 1.0: Fundamentals of AI & ML
AWS AIF-C01 Domain 1.0 explained in plain English: AI vs ML vs deep learning, training concepts, model types, and ML lifecycle basics.
Domain 2.0, 24% of exam
Domain 2.0: Fundamentals of Generative AI
AIF-C01 Domain 2.0 explained in plain English: tokens, transformers, foundation models, fine-tuning, RAG, and prompt engineering.
Domain 4.0, 14% of exam
Domain 4.0: Guidelines for Responsible AI
AWS AIF-C01 Domain 4.0 explained in plain English: fairness, bias, transparency, human oversight, and responsible AI practices on AWS.
Ready for the full exam?
This hub is a free preview: it covers 3 of 5 domains (Fundamentals of AI & ML, Fundamentals of Generative AI, Guidelines for Responsible AI) — see "What's not here" above for what stays paid. The ByteBar Practice Exam Simulator drills every domain with 1,000 exam-style questions — $9.99 one-time unlocks all 28 exams. Prefer to read? The full AWS AI Practitioner Study Guide is in the ByteBar shop on Etsy.
Practice Exam Simulator — $9.99 one-time, all 28 exams Full Study Guides on Etsy