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PMI CPMAI Exam Syllabus Topics:

Section	Weight	Objectives
CPMAI Methodology	41%	- Phase VI: Iteration & Monitoring 1. Retraining and model drift management 2. Continuous monitoring and iteration - Phase II: Data Identification & Curation 1. Assess data readiness and quality 2. Identify data needs - Phase IV: Model Evaluation 1. Evaluate model performance against metrics 2. Oversee AI/ML model QA/QC - Phase I: Problem Identification 1. Identify business needs and solutions 2. Evaluate initial AI feasibility - Phase III: Algorithm Selection & Model Training 1. Manage model training and configuration 2. Oversee AI/ML model technique selection - Phase V: Operationalization 1. Define success criteria and monitoring 2. Plan for deployment and integration
Trustworthy AI	9%	- Transparency and explainability - Ethical considerations and bias - Privacy and security
Data for AI	13%	- Data preparation and preprocessing - DataOps concepts - Data strategy and governance
Managing AI	8%	- Managing AI project teams and resources - Risk management in AI projects - Stakeholder management
Machine Learning	13%	- Supervised, Unsupervised, and Reinforcement Learning - Deep Learning and Neural Networks - Algorithms and models (e.g., NLP, Computer Vision)
AI Fundamentals	16%	- Types of AI and Machine Learning - Concepts and terminology of Artificial Intelligence - AI capabilities and limitations

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

Question #1

Humans have an innate capability that cognitive machines have not been able to replicate. What illustrates the core aspect of human intelligence related to the ability to adapt to new situations?

A. Processing large volumes of information quickly.
B. Performing tasks based on symbolic reasoning.
C. Applying past experiences to solve unfamiliar problems.
D. Manipulating the environment through random action.

Reveal Solution Discussion 0

Correct Answer: C 🗳️