PDF Version DemoPMI CPMAI Exam Overview:
| Certification Vendor: | PMI |
| Exam Name: | PMI Certified Professional in Managing AI (PMI-CPMAI) |
| Exam Number: | PMI-CPMAI |
| Real Exam Qty: | 120 |
| Exam Duration: | 160 minutes |
| Exam Price: | $699 (PMI Member) / $899 (Non-Member) |
| Related Certifications: | PMP PMI-ACP |
| Passing Score: | Pass/Fail (Not publicly disclosed) |
| Certificate Validity Period: | 3 Years (Maintenance: 30 PDUs) |
| Exam Format: | Multiple Choice, Scenario-based |
| Available Languages: | English, Arabic, Brazilian Portuguese, Chinese (Simplified), Chinese (Traditional), French, German, Japanese, Korean, Spanish (LATAM) |
| Sample Questions: | PMI CPMAI Sample Questions |
| Exam Way: | Online Proctored / Test Center |
| Pre Condition: | Training course completion required prior to exam. |
| Official Syllabus URL: | https://www.pmi.org/certifications/ai-project-management-cpmai |
PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Machine Learning | 13% | - Deep Learning and Neural Networks - Algorithms and models (e.g., NLP, Computer Vision) - Supervised, Unsupervised, and Reinforcement Learning |
| Managing AI | 8% | - Managing AI project teams and resources - Risk management in AI projects - Stakeholder management |
| Trustworthy AI | 9% | - Ethical considerations and bias - Privacy and security - Transparency and explainability |
| AI Fundamentals | 16% | - Concepts and terminology of Artificial Intelligence - AI capabilities and limitations - Types of AI and Machine Learning |
| Data for AI | 13% | - DataOps concepts - Data preparation and preprocessing - Data strategy and governance |
| CPMAI Methodology | 41% | - Phase V: Operationalization
|
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
1. A financial services organization deploys an AI credit-scoring model. Post-deployment monitoring reveals systematic underprediction for a protected demographic group, potentially affecting loan approvals. Stakeholders are concerned about fairness and compliance risks. What should the project manager prioritize FIRST?
A) Conduct a bias and fairness audit
B) Replace the algorithm entirely
C) Retrain the model with additional data
D) Pause the system indefinitely
2. Your team is working on a new project for finding the most optimal flow of warehouse robots on the warehouse floor. Which type of machine learning approach would be most appropriate to pick for this problem?
A) All would work equally well
B) Supervised Learning
C) Reinforcement Learning
D) Unsupervised Learning
3. In order for Supervised Learning approaches to work, they must be fed clean, well-labeled data that the system can use to learn from examples. But how do you get Labeled Data? As a team leader at a small startup, what approach would not be beneficial when trying to gather labeled data?
A) Find a source of already labeled data
B) Contract with Third Party Data Labeling Firms
C) Get your Users to Do it
D) Hire a Contractor Workforce
4. A telecommunications company is considering an AI solution to improve customer service through automated chatbots. The project team is assessing the feasibility of the AI solution by examining its potential scalability and effectiveness. What will present the highest risk to the company?
A) The team may lack experience implementing AI-based customer service solutions.
B) The solution might breach customer data privacy regulations, leading to legal consequences.
C) The chatbot may not integrate well with existing customer service platforms.
D) The solution may not handle the volume of customer queries effectively.
5. During the initial phase of an AI project, the team is assessing project success criteria. The project manager discovers that the project may be violating some compliance rules. What problem describes the issue the project team is facing?
A) Absence of a clear AI go/no-go assessment
B) Inadequate separation of cognitive and noncognitive software
C) Lack of clarity on the project's business objective
D) Failure to identify applicable data regulations early on
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: D |
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