Focused exam

AWS Certified AI Practitioner (AIF-C01)

AIF-C01 is opened first because it has complete local cheatsheet coverage. Use the domain list to move task by task, or switch exams when more AIP-C01 content is added.

Start Task 1.1

Tasks 14

Domains 5

Words 63,402

Default AIF-C01

Domain 1

Fundamentals of AI and ML

20%

Task 1.1 Explain basic AI concepts and terminologies Task 1.2 Identify practical use cases for AI Task 1.3 Describe the AI/ML development lifecycle

Domain 2

Fundamentals of GenAI

24%

Task 2.1 Explain the basic concepts of generative AI (GenAI) Task 2.2 Understand the capabilities and limitations of generative AI for solving business problems Task 2.3 Describe AWS infrastructure and technologies for building GenAI applications

Domain 3

Applications of Foundation Models

28%

Task 3.1 Describe design considerations for applications that use foundation models (FMs) Task 3.2 Choose effective prompt engineering techniques Task 3.3 Describe the training and fine-tuning process for FMs Task 3.4 Describe methods to evaluate FM performance

Domain 4

Guidelines for Responsible AI

14%

Task 4.1 Explain the development of AI systems that are responsible Task 4.2 Recognize the importance of transparent and explainable models

Domain 5

Security, Compliance, and Governance for AI Solutions

14%

Task 5.1 Explain methods to secure AI systems Task 5.2 Recognize governance and compliance regulations for AI systems