Online Access Free PMI-CPMAI Practice Test

A financial institution is planning to use AI capabilities to detect fraudulent transactions. The project manager needs to ensure that all necessary requirements are met before proceeding.
What is a necessary initial task?

• A.Assessing the ethical implications of using AI for fraud detection
• B.Evaluating the accuracy of current fraud detection methods
• C.Identifying the primary stakeholders and their needs
• D.Determining the scalability of AI solutions for transaction monitoring

A financial services firm is operationalizing an AI-driven fraud detection system. The project manager needs to ensure the tool complies with relevant data privacy laws while providing secure data access to only authorized personnel.
What is an effective technique to address these requirements?

• A.Utilizing role-based access control (RBAC) to limit data access
• B.Developing a comprehensive data classification policy (DCP)
• C.Conducting a privacy impact assessment (PIA) to identify risks
• D.Implementing real-time data verification (RTDV) processes

A development team is tasked with creating an AI system to assist physicians with diagnosing medical conditions. They encountered cases where symptoms do not always lead to well-defined diagnoses.
Which approach should the project manager integrate to handle the inherent uncertainty?

• A.Enhance the knowledge base with more detailed rules
• B.Increase the number of input variables
• C.Keep a human in the loop with all decision-making
• D.Implement a more complex retrained model

A project team is currently evaluating an AI solution. They need to ensure the machine learning model provides the expected business benefits.
Which critical factor should the project manager assess?

• A.Volume of training data
• B.Minimization of human intervention
• C.Alignment with key performance indicators
• D.Maximization of model interpretability

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. The project team has been tasked with discovering the potential patterns and structures within the data.
Which type of machine learning approach should be used?

• A.Reinforcement Learning
• B.Unsupervised Learning
• C.All would work equally well