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PMI PMI-CPMAI日本語 Exam Syllabus Topics:

Topic	Details
Topic 1	The Need for AI Project Management: This section of the exam measures the skills of an AI Project Manager and covers why many AI initiatives fail without the right structure, oversight, and delivery approach. It explains the role of iterative project cycles in reducing risk, managing uncertainty, and ensuring that AI solutions stay aligned with business expectations. It highlights how the CPMAI methodology supports responsible and effective project execution, helping candidates understand how to guide AI projects ethically and successfully from planning to delivery.
Topic 2	Identifying Data Needs for AI Projects (Phase II): This section of the exam measures the skills of a Data Analyst and covers how to determine what data an AI project requires before development begins. It explains the importance of selecting suitable data sources, ensuring compliance with policy requirements, and building the technical foundations needed to store and manage data responsibly. The section prepares candidates to support early data planning so that later AI development is consistent and reliable.
Topic 3	Iterating Development and Delivery of AI Projects (Phase IV): This section of the exam measures the skills of an AI Developer and covers the practical stages of model creation, training, and refinement. It introduces how iterative development improves accuracy, whether the project involves machine learning models or generative AI solutions. The section ensures that candidates understand how to experiment, validate results, and move models toward production readiness with continuous feedback loops.

Reference: https://www.pmi.org/certifications/ai-project-management-cpmai

PMI Certified Professional in Managing AI (PMI-CPMAI日本語版) Sample Questions:

Question #1

ある航空宇宙企業が、自社航空機の予知保全のためのAIシステムを開発している。プロジェクトチームは、モデルの学習に必要なデータを定義する必要がある。
プロジェクトマネージャーはどの活動を実施すべきでしょうか？

A. 包括的なデータ収集戦略の策定
B. 小規模データセットを用いたパイロットテストの実施
C. 航空機センサーからのリアルタイムデータストリーミングの設定
D. データクリーニングおよび前処理ルーチンの実装

Reveal Solution Discussion 0

Correct Answer: A 🗳️