Cognitive Project Management in AI (PMI-CPMAI) valid practice questions & CPMAI exam pdf vce & Cognitive Project Management in AI (PMI-CPMAI) test training simulator

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PMI CPMAI Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Managing AI8%- Stakeholder management
- Managing AI project teams and resources
- Risk management in AI projects
Topic 2: CPMAI Methodology41%- 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. Evaluate model performance against metrics
  • 2. Oversee AI/ML model QA/QC
- Phase V: Operationalization
  • 1. Define success criteria and monitoring
  • 2. Plan for deployment and integration
- Phase III: Algorithm Selection & Model Training
  • 1. Manage model training and configuration
  • 2. Oversee AI/ML model technique selection
- Phase II: Data Identification & Curation
  • 1. Assess data readiness and quality
  • 2. Identify data needs
Topic 3: Trustworthy AI9%- Transparency and explainability
- Ethical considerations and bias
- Privacy and security
Topic 4: Data for AI13%- Data strategy and governance
- DataOps concepts
- Data preparation and preprocessing
Topic 5: Machine Learning13%- Deep Learning and Neural Networks
- Algorithms and models (e.g., NLP, Computer Vision)
- Supervised, Unsupervised, and Reinforcement Learning
Topic 6: AI Fundamentals16%- AI capabilities and limitations
- Concepts and terminology of Artificial Intelligence
- Types of AI and Machine Learning

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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions (Q97-Q102):

NEW QUESTION # 97
A project manager meets with a customer for initial discussions about an upcoming project. At the end of the meeting, the customer asks the project manager for a rough estimate of the project duration. Based on her experience with three similar projects, the project manager provides an estimate of 8-10 months. What's wrong with this timeframe?

Answer: C

Explanation:
The estimate likely overlooks the significant time required for data preparation, which is a critical and often time-consuming phase in AI projects.


NEW QUESTION # 98
Your team is starting a new facial recognition project and you want to ensure that the project is being done with Trustworthy AI in mind.
At what phase of CPMAI would Trustworthy AI be considered?

Answer: D


NEW QUESTION # 99
You have been receiving customer data for the past six months. However recently you notice that this data has drastically changed due to the upcoming holiday season.
What seems to be taking place?

Answer: D


NEW QUESTION # 100
A government health agency is considering the implementation of AI to predict disease outbreaks. The project manager needs to determine whether AI is the right solution to address their needs. The solution must analyze large datasets from various regions and provide accurate predictions without overwhelming the system. In addition, the agency has non-Al alternatives such as traditional statistical models. What is a necessary initial task the project manager should perform?

Answer: D

Explanation:
Identifying which parts of the problem require cognitive solutions is the necessary initial task because the project manager must first determine whether AI is actually needed or whether traditional statistical or non-AI methods can meet the agency's outbreak prediction needs.


NEW QUESTION # 101
Your team is working on an image recognition system to help identify plants. They have collected a large amount of data but need to get this data labeled.
Which phase of CPMAI is this done?

Answer: C


NEW QUESTION # 102
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