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Reference: https://www.pmi.org/certifications/ai-project-management-cpmai
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PMI Certified Professional in Managing AI Sample Questions:
An IT services company is working on a project to develop an AI-based customer support system. During data preparation, the project manager needs to clean and transform customer interaction logs.
What is an effective technique to handle any missing data?
- A. Ignore missing data if it seems insignificant
- B. Remove records with missing values if minimal
- C. Duplicate existing data to fill in missing gaps
- D. Fill missing values with zeros without analysis
Correct Answer: B 🗳️
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A team is getting ready to begin working on a machine learning project. They need to build a data preparation pipeline. A team member suggests reusing the same pipeline created for their last project.
What is wrong with this suggestion?
- A. Pipelines are model operationalization-needs specific.
- B. Pipelines are pattern- and model-needs specific.
- C. There is no issue due to the fact that pipelines can be reused as needed between projects.
- D. Pipelines are pattern-needs specific; however, as long as it is the same pattern the pipeline can be reused.
Correct Answer: B 🗳️
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A government agency is implementing an AI-powered tool to enhance data security through anomaly detection. The project manager is assembling the team. To identify the subject matter experts (SMEs) who can provide the best insights and contributions to this project, the project manager needs to consider their experience and expertise in various technical domains.
Which method will help identify the qualified data SMEs?
- A. Evaluating expertise with existing data architectures and their ability to optimize databases
- B. Examining their expertise in neural network calibration and hyperparameter tuning
- C. Assessing proficiency in developing generative adversarial networks (GANs) and experience in successfully generating synthetic data
- D. Conducting interviews to assess their knowledge in anomaly detection
Correct Answer: A 🗳️
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A government agency plans to increase personalization of their AI public services platform. The agency is concerned that the personal information may be hacked.
Which action should occur to achieve the agency's goals?
- A. Develop user-friendly interfaces which are tested by users.
- B. Educate employees on new technologies so they can help users.
- C. Standardize service protocols to deliver services for reliability.
- D. Enhance data privacy to increase user trust and confidence.
Correct Answer: D 🗳️
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A team is in the early stages of an AI project. They need to ensure they have the necessary data and technology to support AI solution development.
What is the first step the project team should complete?
- A. Verify the availability and quality of the required data
- B. Outline the business objectives for the AI project
- C. Identify the gaps and procure the needed tools
- D. Assess the team ' s current AI and data expertise
Correct Answer: A 🗳️
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