AWS AI Practitioner Guide
2025-10-02 02:13:06

New Comprehensive Guide Released for AWS Certified AI Practitioner Exam Preparation

Launch of Comprehensive Guide for AWS Certified AI Practitioner



The awaited resource for those preparing for the AWS Certified AI Practitioner (AIF-C01) exam, the book titled 'AWS Certified AI Practitioner Exam Textbook' was officially released on September 12, 2025. This book serves as an essential guide for individuals aspiring to acquire AWS certifications and those eager to delve into the fundamentals of AI and Generative AI.

Understanding the AWS Certified AI Practitioner (AIF-C01)



The AWS Certified AI Practitioner certification confirms fundamental knowledge in artificial intelligence (AI) and machine learning (ML) within Amazon Web Services (AWS). It targets various professionals, not only engineers but also personnel in sales, marketing, and management across departments involving AWS. Proficiency in AI and Generative AI has become a vital skill necessary for success in contemporary business environments.

Book Overview



This guide systematically outlines the knowledge necessary to succeed in the AIF-C01 exam, comprehensively covering the following categories:

  • - Basics of AI and ML
  • - Fundamentals of Generative AI
  • - Applications of foundational models
  • - Guidelines for responsible AI
  • - Security, compliance, and governance in AI solutions

Mitsuhiro Yamashita, an AWS certified instructor with expertise across all AWS certifications, meticulously explains key knowledge points essential for exam success. In addition to foundational theories, the book incorporates practice problems to enhance practical skills, supporting readers in achieving exam success swiftly.

Features: Ideal for Beginners



The book is structured in a beginner-friendly manner, ensuring accessibility for all readers:

  • - Extensive content that covers the complete exam syllabus, including AI & ML, Generative AI, Responsible AI, along with Security & Compliance.
  • - Comprehension questions to reinforce understanding of the material.
  • - Simple and clear explanations suitable for non-IT professionals, enriched with illustrations and case studies.

Enhanced Learning through Combined AWS Training



To further augment the learning experience, AWS certified training courses are available to pair with this textbook. Engaging in these courses helps deepen comprehension, bringing candidates closer to achieving their certification in a shorter timeframe. Two recommended courses led by popular instructors include:

1. Generative AI Essentials on AWS – An introductory course focusing on the fundamentals and applications of AWS Generative AI.
2. Practical Data Science with Amazon SageMaker – A practical course designed for developers to construct ML-integrated applications.

Author Spotlight: Mitsuhiro Yamashita



Mitsuhiro Yamashita from Trenocate Corporation is a renowned AWS certified instructor (AAI Champion). He has been recognized as a
Japan AWS Top Engineer for 2024.
His accomplishments include teaching over 1,500 students annually, achieving the AWS Certification Instructor Award for three consecutive years from 2018 to 2020. In 2023, he secured top positions in Best Course Delivery Coverage and second place in Best Instructor Customer Satisfaction.

Yamashita has experience in business software development and actively shares knowledge through his blog, YouTube, and community seminars.

Author’s Insights


Mitsuhiro emphasizes the importance of comprehensive preparation for exam candidates. He notes that achieving mastery in any topic often involves avoiding the common pitfall of “overfitting,


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