AWS Certified AI Practitioner (AIF-C01)

Overview

AWS Certified AI Practitioner (AIF-C01) is your full exam resource for the all-new AWS certification exam AIF-C01. Experienced trainer and author Chad Smith covers all the exam's concepts and objectives, equipping you with the edge needed to study effectively and achieve success. The course includes discussions of different types of machine learning, artificial intelligence, and business use cases for each. Get insights on responsible AI, including developing ethical systems and explainable models. Learn about security, compliance, governance, and methods to secure AI solutions. Each major topic will end with two practice questions to test your knowledge.

Syllabus

Module 1: Exam Foundation

This module provides an introduction to the AI Practitioner exam material and sets the stage for the rest of the course. You’ll receive an overview of the certification exam, including logistics and the list of question domains.

Module 2: Fundamentals of AI and ML

This module introduces the basic terminology and concepts required to discuss AI and machine learning. You’ll learn about foundational AI concepts, practical use cases, and the machine learning development lifecycle.

Module 3: Fundamentals of Generative AI

This module covers the essential terminology and concepts for generative AI, including its use cases, benefits, and limitations. You’ll also learn about AWS offerings for generative AI workloads.

Module 4: Applications of Foundation Models

This module explores the design, performance, training, and prompt engineering of foundation models. You’ll learn how to effectively use, monitor, and customize these powerful AI technologies.

Module 5: Responsible and Secure AI Solutions

This module addresses responsible and secure development of AI solutions, ensuring workloads are used appropriately and comply with regulations. Topics include responsible AI, transparency, security, and governance.