📋 2026 Edition · Updated November 2026

AWS Certified AI Practitioner (AIF-C01) Study Guide 2026

Q: How long does it take to prepare for the AWS Certified AI Practitioner (AIF-C01) exam?

Most candidates with relevant background take 4-8 weeks studying 1-2 hours daily. Beginners may need longer depending on their current knowledge and experience.

Q: What is included in the AWS Certified AI Practitioner (AIF-C01) study guide?

The study guide covers the exam syllabus, domain-wise topics, study roadmap, preparation strategy, exam tips and links to practice, mock exams, readiness testing and other preparation resources.

Q: Is this AWS Certified AI Practitioner (AIF-C01) study guide enough to pass the exam?

The study guide is designed to organize your preparation around the exam syllabus and domains. Candidates should also use practice questions and timed simulations to test their ability to apply what they have learned.

Q: Can beginners use this AWS Certified AI Practitioner (AIF-C01) study guide?

Yes. The guide can be used to understand the exam domains, identify the topics to study and follow a structured preparation roadmap.

Q: How many practice questions should I do?

There is no universal number that guarantees readiness. Focus on understanding why answers are correct or incorrect and use timed practice to identify gaps in your preparation.

Q: How can I identify my weak areas?

Use the Edureify readiness diagnostic to assess your preparation and identify weaker exam domains before deciding where to spend additional study time.

Complete exam coverage for the AWS Certified AI Practitioner (AIF-C01): syllabus, domains, key topics, study plan and practical exam preparation strategy.

Questions

90 min

Duration

700

Passing score

Domains

Start Practice Test & Get My Study Plan Take Readiness Diagnostic

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Overall readiness (locked)

Fundamentals of AI and ML

Fundamentals of Generative AI

Applications of Foundation Models

Guidelines for Responsible AI

Security, Compliance, and Governance for AI Solutions

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Exam at a Glance

AWS Certified AI Practitioner (AIF-C01) Exam Overview

Key facts about the AWS Certified AI Practitioner (AIF-C01) exam structure, format and scoring.

🆔

aws-ai-practitioner

Exam code

📝

65 questions

Total questions

⏱

90 minutes

Duration

🎯

700

Passing score

📋

5 domains

Exam domains

🏆

Certification

Credential type

ℹ️

Scoring method: Results are reported as a scaled score from 100 to 1,000 using a compensatory model, so only the overall score must reach the minimum; section-level feedback is informational. Unscored pretest items are not identified and do not count; unanswered questions are scored as incorrect with no penalty for guessing. AIF-C01 has 50 scored and 15 unscored questions and a minimum passing score of 700.. The exam may include unscored pilot questions - treat every question seriously.

Focus Areas

What should you study for the AWS Certified AI Practitioner (AIF-C01) exam?

Start with the domains that make up the AWS Certified AI Practitioner (AIF-C01) exam. Use the detailed syllabus below to work through the individual topics.

⚠️

Common mistake: Candidates often memorise terminology but struggle with scenario-based questions. Focus on when to use what, not just what exists.

🔐

Fundamentals of AI and ML (20%)

Core AI and ML concepts, practical use cases and the ML development lifecycle.

🏗

Fundamentals of Generative AI (24%)

Generative AI concepts, its business capabilities and limitations, and AWS infrastructure for generative AI.

⚡

Applications of Foundation Models (28%)

Designing foundation model applications, prompt engineering, fine-tuning and evaluating model performance.

💰

Guidelines for Responsible AI (14%)

Developing responsible AI systems and recognising the importance of transparent, explainable models.

🔄

Security, Compliance, and Governance for AI Solutions (14%)

Securing AI systems and recognising governance and compliance requirements for AI on AWS.

Full Syllabus

AWS Certified AI Practitioner (AIF-C01) Exam Syllabus and Topics

The AWS Certified AI Practitioner (AIF-C01) exam is divided into 5 domains. Each domain covers specific skills and topics. Expand a domain to see the detailed syllabus.

AI Concepts and Terminology

AI, ML, deep learning, generative AI and agentic AI

Supervised, unsupervised and reinforcement learning

Batch, real-time, asynchronous and serverless inference

Labeled, unlabeled, structured and unstructured data

Bias, fairness and model fit

Practical AI Use Cases

When AI/ML is and is not appropriate

Regression, classification and clustering

Amazon Transcribe, Translate, Comprehend, Lex and Polly

Traditional ML vs. foundation models

ML Development Lifecycle

ML pipeline stages and model sources

Managed vs. self-hosted model APIs

Amazon SageMaker AI and Amazon Bedrock by lifecycle stage

MLOps: monitoring and retraining

Accuracy, precision, recall and F1 vs. business metrics

~13 questions

20 marks

20% of exam weight

Generative AI Concepts

Tokens, chunking, embeddings and vectors

Transformers, multimodal and diffusion models

Foundation model lifecycle

Token-based pricing

Agentic AI: tool use, memory, orchestration and MCP

Capabilities and Limitations

Hallucinations and nondeterminism

Interpretability and accuracy limits

Model selection by performance, cost, latency and compliance

Business value metrics such as ROI and efficiency

AWS Generative AI Services

Amazon Bedrock and Amazon SageMaker JumpStart

Amazon Bedrock AgentCore and Strands Agents

Amazon Quick and Kiro

Provisioned throughput vs. on-demand pricing

Regional availability and cost trade-offs

~16 questions

24 marks

24% of exam weight

Design Considerations and RAG

Foundation model selection criteria

Inference parameters such as temperature

Retrieval Augmented Generation with Amazon Bedrock Knowledge Bases

Vector stores: OpenSearch Service, Aurora, Neptune and RDS for PostgreSQL

Cost trade-offs of in-context learning, RAG, fine-tuning and distillation

AI agents for business tasks

Prompt Engineering

Context, instructions and negative prompts

Zero-shot, few-shot and chain-of-thought prompting

Prompt templates and Amazon Bedrock Prompt Management

Prompt injection, poisoning, hijacking and jailbreaking risks

Training and Fine-Tuning

Pre-training, fine-tuning and continued pre-training

Instruction tuning and domain adaptation

Data curation, labeling and RLHF

Model distillation

Evaluating Foundation Models

Human evaluation and benchmark datasets

Amazon Bedrock Model Evaluation

ROUGE, BLEU and BERTScore

LLM-as-a-judge

Evaluating RAG and agent workflows

~18 questions

28 marks

28% of exam weight

Responsible AI Development

Bias, fairness, inclusivity, robustness and safety

Amazon Bedrock Guardrails

Legal risks: IP infringement, biased output and hallucinations

Dataset diversity and balance

Overfitting, underfitting and subgroup analysis

Transparency and Explainability

Transparent vs. opaque models

Amazon SageMaker Model Cards

Safety, transparency and performance trade-offs

Human-centered design and user feedback

~9 questions

14 marks

14% of exam weight

Securing AI Systems

IAM, encryption and AWS PrivateLink

Amazon Macie for sensitive data

Shared responsibility model for AI

Prompt injection and data leakage threats

Data lineage and source citation

AI Governance and Compliance

AWS Config and Amazon Inspector

AWS Artifact, AWS CloudTrail and AWS Trusted Advisor

Data residency, retention and logging

Generative AI Security Scoping Matrix

Governance policies and review cadence

~9 questions

14 marks

14% of exam weight

Study Plan

AWS Certified AI Practitioner (AIF-C01) Structured Study Roadmap

Choose a preparation timeline based on how much time you have available. For a plan based on your actual readiness and weak domains, use the personalised Edureify study experience. Get My Training Plan →

Weeks 1-2

Core Services + Highest-Weighted Domain

Deep-dive into the most heavily tested domain. Spend more time here when its exam weight is significantly higher.

Official exam guideDomain 1 completeCore conceptsPractice questions

Week 3

Domain 2 - Hands-on Practice

Focus on scenario-based study and reinforce concepts through practical application where applicable.

Domain 2Scenario walkthroughsHands-on practicePractice questions

Week 4

Domain 3 - Deeper Concepts

Work through complex concepts and decision scenarios.

Domain 3Scenario drillsPractice examReview

Week 5

Remaining Domains + Weak Area Targeting

Identify your weaker domains and spend focused time closing those gaps.

Remaining domainsDiagnosticTargeted reviewStudy notes

Week 6

Full Simulations + Final Preparation

Use timed simulations to test your preparation and review the reasoning behind incorrect answers.

Full mock examsWrong-answer reviewFinal reviewExam logistics

Exam Strategy

Tips to pass AWS Certified AI Practitioner (AIF-C01) on your first attempt

Practical advice for applying what you know, managing questions and preparing for exam conditions.

🗓

Applications of Foundation Models is the largest domain at 28%; know when to use RAG, prompt engineering, fine-tuning or distillation and their cost trade-offs.

🔍

Practise ordering and matching items: they score only when every step or pair is correct.

⏭

Learn to map business scenarios to the right AWS AI service, such as Amazon Bedrock, SageMaker AI, Comprehend, Transcribe, Translate, Lex or Polly.

📊

Responsible AI and Security, Compliance, and Governance together make up 28%; review Bedrock Guardrails, SageMaker Model Cards and the shared responsibility model.

🔁

With 65 questions in 90 minutes you have under 1.5 minutes per item, so answer every question; blanks count as wrong and there is no guessing penalty.

Recommended Resources

AWS Certified AI Practitioner (AIF-C01) Study Resources

Use a focused set of resources alongside the study guide rather than trying to study from everything available.

Official

Official Exam Guide

Start with the authoritative exam objectives and blueprint.

→ Vendor website

Practice Tests

AWS Certified AI Practitioner (AIF-C01) Practice Test

Practice questions with explanations and domain-level performance analysis.

→ Start free practice test

Mock Exam

AWS Certified AI Practitioner (AIF-C01) Mock Exam

Timed preparation under realistic exam-style conditions.

→ Take free mock exam

Training

AWS Certified AI Practitioner (AIF-C01) Certification Training

Structured preparation with personalised learning support and adaptive practice.

→ AWS Certified AI Practitioner (AIF-C01) certification online training

AI Tutor

AWS Certified AI Practitioner (AIF-C01) AI Tutor

Get help understanding concepts and work on weak areas with AI-powered learning support.

→ Try AWS Certified AI Practitioner (AIF-C01) AI tutor

Reference

AWS Certified AI Practitioner (AIF-C01) Cheat Sheet

Quick-reference summaries for final revision.

→ Get free cheat sheet

Diagnostic

AWS Certified AI Practitioner (AIF-C01) Readiness Test

Assess your preparation and identify weaker exam domains.

→ Check my readiness

⚠️

Avoid brain dumps. Sites selling real or stolen exam questions may violate certification-provider rules and can leave candidates studying outdated material.

Reviews

What candidates say after passing

FAQ

Frequently asked questions about AWS Certified AI Practitioner (AIF-C01)

How long does it take to prepare for the AWS Certified AI Practitioner (AIF-C01) exam?

Most candidates with relevant background can structure their preparation over several weeks, depending on their existing knowledge, available study time and exam difficulty. Use the study roadmap above as a starting point and use the readiness diagnostic to identify where you need more preparation.

What is included in the AWS Certified AI Practitioner (AIF-C01) study guide?

The guide covers the exam overview, domains, detailed syllabus and topics, study roadmap, exam preparation tips and links to practice, mock, readiness, cheat-sheet, AI Tutor and training resources.

Is this AWS Certified AI Practitioner (AIF-C01) study guide enough to pass the exam?

The guide is designed to organize your preparation around the exam syllabus. You should combine it with practice questions and timed simulations so that you can test both your knowledge and your ability to apply it.

Can beginners use this AWS Certified AI Practitioner (AIF-C01) study guide?

Yes. Start with the exam overview and domain breakdown, then work through the detailed topics using the study roadmap. Candidates with less experience may need additional time for foundational concepts.

How can I identify my weak areas?

Take the Edureify readiness diagnostic to assess your preparation and identify the domains where you need to focus more.

How does AI improve my preparation?

Edureify AI can help explain concepts, identify weaker areas from practice performance and support a more personalised preparation process.

Ready to prepare for AWS Certified AI Practitioner (AIF-C01)?

Find your weak areas and build a more focused preparation plan.

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AWS Certified AI Practitioner (AIF-C01) Study Guide 2026

AWS Certified AI Practitioner (AIF-C01) Exam Overview

What should you study for the AWS Certified AI Practitioner (AIF-C01) exam?

AWS Certified AI Practitioner (AIF-C01) Exam Syllabus and Topics

Know if you'll pass AWS Certified AI Practitioner (AIF-C01) before exam day

AWS Certified AI Practitioner (AIF-C01) Structured Study Roadmap

Tips to pass AWS Certified AI Practitioner (AIF-C01) on your first attempt

AWS Certified AI Practitioner (AIF-C01) Study Resources

What candidates say after passing

Frequently asked questions about AWS Certified AI Practitioner (AIF-C01)

Ready to prepare for AWS Certified AI Practitioner (AIF-C01)?

Related Artificial Intelligence & Machine Learning Certification Study Guides