AIF-C01 Practice Exam 02: 12 Questions | AWS Certified AI Practitioner

AIF-C01 practice exam 02: 12 original scenario questions with answers. Weighted like the real exam across all five domains: clustering, Transcribe and Comprehend, drift, embeddings, MCP, conversion rate, few-shot prompting, continued pre-training, ROUGE and LLM-as-a-judge, overfitting, SageMaker Clarify and the Generative AI Security Scoping Matrix. Pause on each question, commit to an answer, then unpause for the answer, the rule and the common trap. Unofficial study material, not affiliated with or endorsed by Amazon Web Services. What you will learn: • Real exam facts and how to use this practice set • 12 new scenario questions across all 5 AIF-C01 domains, with answers • The rule and the common trap behind every answer • Score bands, and which AIF-C01 lesson to rewatch for each question CHAPTERS 00:00 Intro: exam facts and how to play 00:32 Q1 ML Techniques 01:01 A1 01:28 Q2 AWS Managed AI Services 02:03 A2 02:36 Q3 MLOps 03:07 A3 03:38 Q4 GenAI Building Blocks 04:08 A4 04:38 Q5 Agentic AI and MCP 05:06 A5 05:40 Q6 Business Metrics 06:08 A6 06:33 Q7 Prompt Techniques 07:00 A7 07:25 Q8 Training and Fine-Tuning 07:53 A8 08:20 Q9 Evaluating FMs 08:52 A9 09:19 Q10 Bias and Variance 09:49 A10 10:16 Q11 Transparency Tools 10:48 A11 11:19 Q12 Governance Frameworks 11:49 A12 12:18 Score bands: how did you do? 12:49 Which AIF-C01 lesson to revisit for each question AIF-C01 practice exams: 2 sets of 12. Every question maps to a lesson in the 34-lesson course. Facts checked against the AIF-C01 course notes (official AWS exam guide v1.1 and AWS service documentation) on 2026-10-19. Exam format and domain weights are from the official AWS exam guide for AIF-C01 (version 1.1, April 2026). Unofficial study material, not affiliated with or endorsed by Amazon Web Services. Confirm against the current exam guide before you sit the exam. Subscribe to Core Concept Learning for clear, visual explanations of AI and software engineering concepts. #AIFC01 #AWSCertified #PracticeExam