Online Access Free CPMAI_v7 Practice Test

You're working with petabytes of data and need to make this dataset more manageable. To do this, you want to reduce the number of variables under consideration. What is the name for this process?

• A.Gradient Descent
• B.Dimensionality Reduction
• C.Multivariate regression
• D.Data selection

You need to hire a data scientist to join your team. What skill sets should you be looking for when hiring and interviewing this person? (Select all that apply.)

• A.Understanding of algorithms
• B.Prompt engineering skills
• C.Strong math skills, especially in calculus and statistics
• D.Understanding of tools and technologies for manipulating, collecting, and preparing large data sets
• E.Automation skills, especially around creating RPA bots
• F.Critical thinking skills

When looking to implement AI to help break the Digital Transformation logjam, it's important to:

• A.Figure out which pattern(s) of AI are needed to incorporate intelligent systems into non-digital processes
• B.Invest in technology solutions to solve the problem
• C.Have the right culture for AI
• D.Start with basic automation and introduce AI only as needed

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 the technical team has deep understanding of big data and how best to extract value from big data to unleash it for competitive advantage.
• B.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.
• C.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.
• D.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.

The team is working to build a data preparation pipeline for the conversational chatbot project. Which phase of CPMAI is this done?

• A.Phase I
• B.Phase VI
• C.Phase III
• D.Phase V
• E.Phase II
• F.Phase IV