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PMI CPMAI Exam Syllabus Topics:

SectionWeightObjectives
Manage AI Model Development and Evaluation16%- Oversee model design, training, and validation
- Address model drift, explainability, and limitations
- Monitor performance, accuracy, and reliability
Support Responsible and Trustworthy AI Efforts15%- Ensure fairness, transparency, accountability
- Manage bias, risk, compliance, and societal impact
- Establish ethical and governance frameworks
Identify Business Needs and Solutions26%- Define requirements, scope, and success criteria
- Evaluate feasibility and value of AI solutions
- Align AI initiatives with organizational strategy
Identify Data Needs26%- Ensure data quality, privacy, security, and compliance
- Plan data collection, storage, and infrastructure
- Define data requirements and sources
Operationalize AI Solution17%- Establish monitoring, maintenance, and improvement processes
- Deploy AI systems into production
- Manage change, adoption, and governance post-launch

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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions (Q130-Q135):

NEW QUESTION # 130
When building your model, you need to make sure you're not only checking for performance and making sure the model is giving the expected results. You also need to make sure the model is accomplishing the business objective. At what phase of CPMAI is this most appropriate to do this?

Answer: D

Explanation:
Phase V of CPMAI focuses on model evaluation, including validating that the model meets business objectives and performs as expected before deployment.


NEW QUESTION # 131
A telecommunications company plans to operationalize a new AI-powered network optimization tool. The project manager needs to identify and map out all necessary tasks and associated resources. Which activity should the project manager perform?

Answer: C

Explanation:
Developing a work breakdown structure decomposes the AI operationalization work into manageable tasks and connects those tasks to the required resources, making it easier to define scope, responsibilities, and execution needs.


NEW QUESTION # 132
You're running an AI project and want to speed up training of the model so that you can complete your current CPMAI iteration within the two-week timeframe the team has set. What's one approach to speed up model training?

Answer: D

Explanation:
Using or extending a pre-trained model (transfer learning) significantly speeds up training by leveraging existing learned features, reducing the need to train from scratch.


NEW QUESTION # 133
Your team is looking to develop an RPA bot to help assist call center agents while on providing support. What type of bot should your team be creating?

Answer: D

Explanation:
Attended bots work alongside human agents in real-time, assisting call center agents during support interactions.


NEW QUESTION # 134
Leadership wants a new HR system built that will better handle potential candidate matching. The project manager assigned to this project believes that the project is well-suited for AI, however they are unsure which pattern of AI this would be.
What should the project manager do?

Answer: C


NEW QUESTION # 135
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