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PMI CPMAI Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: AI Operationalization and Governance		- Deployment and lifecycle management 1. Continuous improvement and monitoring 2. AI governance and responsible AI
Topic 2: Data for AI		- Data identification and governance 1. Data compliance and ethics 2. Data sourcing and selection
Topic 3: AI System Testing and Evaluation		- Model evaluation and monitoring 1. Performance evaluation and drift detection 2. Explainability and reliability assessment
Topic 4: Identify Business Needs and Solutions	26%	- Problem framing and business alignment 1. Define AI business objectives 2. Feasibility and ROI analysis
Topic 5: AI Model Development and Iteration		- Model building and validation 1. Machine learning / generative AI model development 2. Iterative delivery approach
Topic 6: Data Preparation for AI		- Data cleaning and transformation 1. Feature engineering and preparation 2. Data quality assurance

PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:

Question #1

An aerospace firm is developing an AI system for predictive maintenance of their aircraft. The project team needs to define the required data to train the model. Which activity should the project manager implement?

A. Developing a comprehensive data collection strategy
B. Setting up real-time data streaming from aircraft sensors
C. Conducting a pilot test with a small dataset
D. Implementing data cleaning and preprocessing routines

Reveal Solution Discussion 0

Correct Answer: A 🗳️