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PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| CPMAI Methodology | 41% | - Phase VI: Iteration & Monitoring
|
| Machine Learning | 13% | - Supervised, Unsupervised, and Reinforcement Learning - Deep Learning and Neural Networks - Algorithms and models (e.g., NLP, Computer Vision) |
| Managing AI | 8% | - Managing AI project teams and resources - Risk management in AI projects - Stakeholder management |
| Trustworthy AI | 9% | - Transparency and explainability - Privacy and security - Ethical considerations and bias |
| Data for AI | 13% | - Data preparation and preprocessing - Data strategy and governance - DataOps concepts |
| AI Fundamentals | 16% | - AI capabilities and limitations - Types of AI and Machine Learning - Concepts and terminology of Artificial Intelligence |
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
Upper management is looking to roll out a new product and wants to see if there are any patterns and insights that can be discovered from customer data. Your team has been tasked to discover these potential patterns and structures within this data. Which type of machine learning approach would be most appropriate to pick for this problem?
- A. All would work equally well
- B. Unsupervised Learning
- C. Supervised Learning
- D. Reinforcement Learning
Correct Answer: B π³οΈ
Explanation: Only visible for Actual4Exams members. You can sign-up / login (it's free).
You're working on a project and are working with personally identifiable information (PII). What's the best approach to take when it comes to collecting and using this data?
- A. If this data is not needed, use Data anonymization techniques to remove it before feeding to models
- B. Use noise reduction techniques to reduce all forms of data noise
- C. Store the data in a data warehouse
- D. Implement a new data privacy policy
Correct Answer: A π³οΈ
Explanation: Only visible for Actual4Exams members. You can sign-up / login (it's free).
A project member is deciding on the appropriate AI algorithm for a new project. The goal is to achieve high accuracy while maintaining transparency in the decision-making process.
What should the project manager suggest?
- A. Select an algorithm known for high accuracy in similar projects.
- B. Ensure the selected algorithm complies with industry standards.
- C. Evaluate the explainability of potential algorithms.
- D. Consult with stakeholders about their transparency requirements.
Correct Answer: C π³οΈ
Explanation: Only visible for Actual4Exams members. You can sign-up / login (it's free).
A company is using an AI model to screen job applications. Over time, the project team notices that the model disproportionately rejects applications from certain educational institutions. What is the first step the project manager should take?
- A. Analyze the historical data for inherent biases against these institutions.
- B. Incorporate a fairness constraint into the model's objective function.
- C. Adjust the model's decision threshold for applications from these institutions.
- D. Retrain the model with equal representation from all institutions.
Correct Answer: A π³οΈ
Explanation: Only visible for Actual4Exams members. You can sign-up / login (it's free).
A company is developing a chatbot that can address user queries 24/7 without human intervention. Which AI capability should be implemented?
- A. Conversational
- B. Predictive analytics
- C. Goal-driven systems
- D. Recognition
Correct Answer: A π³οΈ
Explanation: Only visible for Actual4Exams members. You can sign-up / login (it's free).
No help, Full refund!
Actual4Exams confidently stands behind all its offerings by giving Unconditional "No help, Full refund" Guarantee. Since the time our operations started we have never seen people report failure in the PMI CPMAI exam after using our products. With this feedback we can assure you of the benefits that you will get from our products and the high probability of clearing the CPMAI exam.
We still understand the effort, time, and money you will invest in preparing for your certification exam, which makes failure in the PMI CPMAI exam really painful and disappointing. Although we cannot reduce your pain and disappointment but we can certainly share with you the financial loss.
This means that if due to any reason you are not able to pass the CPMAI actual exam even after using our product, we will reimburse the full amount you spent on our products. you just need to mail us your score report along with your account information to address listed below within 7 days after your unqualified certificate came out.
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