Online Access Free CPMAI_v7 Practice Test

You are establishing the data requirements for the project. Which of the following tasks is the least likely to impact data requirements?

• A.The quality of the data you collect
• B.The location/source of your data collection
• C.The makeup of your data team
• D.The volume of the data you collect

The growth of Big Data has led to a desire to be able to do more to process and extract more value from Big Data. Simply storing data and providing analytics is no longer enough anymore to remain competitive.
To keep your organization competitive, you need to:

• A.Make sure everyone on the team has an understanding of data, its connections to the organization, and how to extract value from big data to unleash it for competitive advantage.
• B.Make sure senior management has deep understanding of big data and how best to extract value from big data to unleash it for competitive advantage.
• C.Make sure the technical team has deep understanding of big data and how best to extract value from big data to unleash it for competitive advantage.
• D.Make sure all senior leadership is data literate, understands the V's of big data, data's connections to your specific team, and how to extract value from big data to unleash it for competitive advantage.

Clean, well-labeled datasets used for machine learning are partitioned into three subsets: Training sets, Validation sets, and Test sets. As your team is doing this, what's the best way to split up this data?

• A.Split by random subsampling
• B.Split by alphabetical order
• C.Split by patterned subsampling
• D.Use the same data for all sets

Your team is starting a new facial recognition project and you want to ensure that the project is being done with Trustworthy AI in mind. At what phase of CPMAI would Trustworthy AI be considered?

• A.Phase V
• B.Phase III
• C.All phases
• D.Phase IV
• E.Phase II
• F.Phase VI
• G.None of the phases
• H.Phase I

You're running an image recognition project and realize that you do not have enough data of a certain type of vehicle. What is the best course of action to get the additional labeled data you need?

• A.Purchase the data from a third party
• B.Perform Data Transformation & Multiplication
• C.Perform Data Sampling
• D.Perform Data Anonymization