Free PMI CPMAI Exam Dumps Questions & Answers

You have just joined a team and they are working on a new project. The project lead isn't sure what type of technology should be used on this project - AI or a traditional software development approach. What is the best way to determine if you have the criteria for a good AI / ML Project?

• A.  Determine if the project fits within the scope, budget, and timeline set out.
• B.  Determine the long-term need for the organization and build the project to that long-term goal.
• C.  Determine whether the project has a cognitive technology component and meets a short-term need.
• D.  Evaluate whether the solution can be done with automation.

A project team lacks sufficient labeled data for supervised learning but must still deliver a functional AI solution. Time constraints prevent extensive manual labeling. What is the most appropriate approach to continue development effectively?

• A.  Duplicate existing labeled data
• B.  Cancel the project
• C.  Ignore labels and proceed
• D.  Use unsupervised or semi-supervised learning methods

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?

• A.  Identifying which parts of the problem require cognitive solutions
• B.  Assessing the agency's current technological infrastructure
• C.  Evaluating whether the AI system can scale effectively
• D.  Determining the data sources and their reliability

Eight months after deployment, a credit risk model's performance has gradually degraded. The input data pipeline is functioning correctly, but economic conditions have changed significantly since training.
What is the most likely cause?

• A.  Insufficient model complexity
• B.  Concept drift in the relationship between features and outcomes
• C.  Infrastructure latency in the serving environment
• D.  Data leakage in the original training set

A financial services firm is implementing AI models to automate fraud detection. The project manager needs to ensure the models comply with regulatory standards and ethical guidelines while maintaining performance and accuracy. Which action should the project manager take?

• A.  Implement bias detection and mitigation strategies.
• B.  Focus solely on model accuracy, ignoring compliance.
• C.  Use any available data without checking for consent.
• D.  Assume compliance without formal verification.