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AWS Certified AI Practitioner (AIF-C01) Exam Cheat Sheet (2026)

A free, printable AWS Certified AI Practitioner (AIF-C01) exam cheat sheet: the 25 highest-yield points to know, grouped into 5 sections that follow the exam's content areas, each section with its published weight.

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  • The real AWS Certified AI Practitioner (AIF-C01) exam: 65 questions · 90 minutes · 700 / 1000 to pass.
  • Prints from your browser (Ctrl-P, or Cmd-P on a Mac) — the navigation, buttons and links drop out of the printed copy.
  • 150 free AWS Certified AI Practitioner (AIF-C01) practice questions on the same material, every one explained.
  • Last updated: August 2026.
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Studying in order?

In the AWS Certified AI Practitioner (AIF-C01) guide: A worked scenario in each of the 5 domains, showing the decision rule being applied. Practice here stays free.

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Fundamentals of AI and ML

20% of the exam
Study →
  • AI, machine learning, and deep learning
  • Types of machine learning
  • The ML lifecycle: training, evaluation, and inference
  • Features, labels, and data quality
  • When to use AI/ML and where AWS fits

Fundamentals of Generative AI

24% of the exam
Study →
  • What makes AI generative
  • Foundation models and tokens
  • Embeddings, prompts, and temperature
  • Choosing a foundation model
  • Generative AI on AWS

Applications of Foundation Models

28% of the exam
Study →
  • Prompt engineering
  • Customization: prompting vs. fine-tuning vs. RAG
  • Retrieval, embeddings, and vector databases
  • Pre-built AWS AI services
  • Trade-offs of managed services

Guidelines for Responsible AI

14% of the exam
Study →
  • Bias and fairness
  • Explainability and transparency
  • Human oversight and safe use
  • Guardrails for generative AI
  • Responsible AI is continuous

Security, Compliance, and Governance for AI Solutions

14% of the exam
Study →
  • Access control and least privilege
  • The shared responsibility model
  • Protecting data
  • Compliance, auditing, and governance services
  • Data governance for AI

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Now prove you know them

Reading an outline is not the same as recalling it under exam pressure. Drill the free AWS Certified AI Practitioner (AIF-C01) questions to find the areas you keep missing, then sit a full timed mock.

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