Online Access Free CPMAI Practice Test

Your model is going to be used for continuous monitoring of machinery, with need for continuous, instant model predictions. What's the most appropriate Model Operationalization approach?

• A.Stream learning
• B.Web service / Microservice
• C.Real-time prediction
• D.Batch prediction

You just joined a new company and they want to start their first AI project. Senior management thinks the best approach is to just buy AI from a vendor. You know that AI is something you do, not something you buy. What is your next best course of action to address this?

• A.Share prior experiences with how your last team addressed this problem and their data quality issues
• B.Help senior management do research on AI vendors
• C.Share prior experiences with how your last team addressed this problem and how you solved it
• D.Say nothing and let the team figure it out for themselves

Recently, you implemented an augmented intelligence application at work to help employees do their job better. However, employees have been resistant to this change and aren't using the application as expected. What could have been done better to get the team to feel comfortable with this technology and use it? (Choose all that apply.)

• A.Ask end users what information and technology they need to help them do their job better and build the tool to help with these pain points.
• B.Provide training for everyone to have all employees feel more comfortable using the technology even if they aren't using the technology yet.
• C.Have the team that built the technology to relay to employees this tool is to augment, and not replace their jobs.
• D.Have upper management relay to employees this tool is to augment, and not replace their jobs.

A government agency plans to implement a new AI-driven solution for automating risk analysis.
The project team needs to ensure that all stakeholders accept the solution and the project scope is well-defined. They must identify whether the AI approach is the best solution compared to traditional methods. Which method meets this objective?

• A.Performing a comprehensive AI go/no-go assessment focusing on technology and data factors
• B.Utilizing a hybrid approach combining cognitive and noncognitive parts to satisfy all parties
• C.Developing a prototype using generative adversarial networks (GANs)
• D.Conducting a detailed analysis to evaluate other potential AI solutions

A national health insurance company is embarking on a complex AI project to assist in coordinating patient care across its multiple hospital network. The AI system will analyze large amounts of patient data to coordinate care, improve patient outcomes, and optimize resource allocation. Numerous healthcare providers' data needs to be integrated. The data includes patient information which is private. The project needs to comply with data privacy regulations in various countries. Which critical step should be performed to optimize representative training data?

• A.Increase the data set size without considering diversity.
• B.Improve data understanding and preparation.
• C.Implement comprehensive bias detection metrics.
• D.Enhance the key performance indicator (KPI) metrics.