CPMAI Practice Test

CPMAI Practice Test practice questions, page 10 of 12, with answer review and explanations.

Question 46

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?

  1. Purchase the data from a third party
  2. Perform Data Transformation & Multiplication
  3. Perform Data Sampling
  4. Perform Data anonymization

Question 47

You are working on the data engineering pipeline for the AI project and you want to make sure to address the creation of pipelines to deal with model iteration. What part of the pipeline best deals with this step?

  1. Feature Engineering
  2. Data Acquisition / Ingest / Capture
  3. ELT pipeline
  4. Retraining Pipelines

Question 48

Your team is running a forecasting project and wants to use previous user data to better predict future outcomes. However, your team doesn’t have access to all the data it needs. What’s the best course of action?

  1. Move ahead as planned and hope you get access to the data once you need it. Since you’re using an iterative approach you can always go back to steps as needed later on.
  2. Cautiously move forward knowing you may need to pause mid-project which is ok.
  3. Move ahead as planned so you stay on time with your project.
  4. Do not move forward until you have access to all the data you need.

Question 49

As the project manager, you are leading a brainstorming session with key stakeholders around a new Hyperpersonalization project. What’s a key feature for this project that should happen to ensure success?

  1. Develop a unique profile of each individual, and have that profile learn and adapt over time for a wide variety of purposes
  2. Develop a unique profile of each individual, and manually update that profile over time for a wide variety of purposes
  3. Develop a unique profile of each individual, and having that profile both learn and adapt over time as well as be programmed for a wide variety of purposes
  4. Develop a unique profile of each type of individual, and have that profile stay the same over the lifetime of that user

Question 50

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

  1. Phase I
  2. Phase II
  3. Phase III
  4. Phase IV
  5. Phase V
  6. Phase VI