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PMI CPMAI Exam Syllabus Topics:

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

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

Question #1

You have been brought on to manage a recognition project, specifically an image recognition project, for an Autonomous Retail application. You know that you need to make sure you have sufficient data for this project. What's the best way to approach this?

A. Take inventory of all data your company has and use the relevant data
B. Take inventory of all data your team has and use the relevant data
C. Take all the data your company has as well as purchase additional external data
D. Take all the existing data you have and apply it to this project

Reveal Solution Discussion 0

Correct Answer: A 🗳️