CPMAI practice questions 61–70

1. Question 61 · 192 in bank

   During which phase of an AI project should you consider Trustworthy AI considerations?

   • APhase I: Business Understanding
   • BPhase II: Data Understanding
   • CPhase VI: Model Operationalization
   • DEvery Phase of the AI project

   Show answer

   Answer: D

   Next question

2. Question 62 · 192 in bank

   Select 3

   Your team is using a neural network algorithm to generate a Machine Learning Model. What specific artifacts need to be included? (Choose all that apply.)

   • AThe algorithm code
   • BSupporting training data
   • CBias-variance tradeoff
   • DHyperparameter settings

   Show answer

   Answer: ABD

   Next question

3. Question 63 · 192 in bank

   Your organization has just rolled out a new image recognition system and is asking all employees to use it. It was trained using images from the ImageNet test set. After a few weeks, users are finding the results are not as expected and are asking for visibility into all the aspects of what went into building an AI system. What area of Trustworthy AI is being addressed here?

   • AGoverned AI
   • BTransparent AI
   • CExplainable Al
   • DAI Systemic Transparency
   • EResponsible AI

   Show answer

   Answer: B

   Next question

4. Question 64 · 192 in bank

   You want to create a model to figure out if a customer would be likely to repurchase a certain item. The project owner doesn’t want you to create anything too complicated, and you have a limited data set to work with. Which algorithm is the best choice given these constraints?

   • AEnsemble models
   • BNaive Bayes
   • CNeural Networks
   • DGenerative AI

   Show answer

   Answer: B

   Next question

5. Question 65 · 192 in bank

   You’re in charge of marketing at your organization and you’ve been tasked with using AI to help create marketing images. What’s a good solution for this need?

   • AGenerative AI solutions for content generation
   • BImage and object detection and recognition systems
   • CAutonomous patterns and process automation
   • DDecision tree and Random Forest approaches

   Show answer

   Answer: A

   Next question

6. Question 66 · 192 in bank

   Your team was given a large dataset and has been tasked with organizing the data by type to make better insights from the results. You are facing problems with the approach that the previous project lead used which was a regression algorithm. What type of algorithm is the best approach for this project?

   • AMulticlass Classification
   • BRegression
   • CClustering
   • DBinary (or Binomial) Classification

   Show answer

   Answer: C

   Next question

7. Question 67 · 192 in bank

   Your team is working on a new project for finding the most optimal flow of warehouse robots on the warehouse floor. Which type of machine learning approach would be most appropriate to pick for this problem?

   • AReinforcement Learning
   • BUnsupervised Learning
   • CSupervised Learning
   • DAll would work equally well

   Show answer

   Answer: A

   Next question

8. Question 68 · 192 in bank

   You’re working on a project and are working with personally identifiable information (PII). What’s the best approach to take when it comes to collecting and using this data?

   • AUse noise reduction techniques to reduce all forms of data noise
   • BImplement a new data privacy policy
   • CStore the data in a data warehouse
   • DIf this data is not needed, use Data anonymization techniques to remove it before feeding to models

   Show answer

   Answer: D

   Next question

9. Question 69 · 192 in bank

   Senior management has tasked your group to analyze a data set to uncover insights into the data. What is the best approach to use to do this?

   • AData Governance
   • BData Integration
   • CData preparation
   • DData Mining or Data Analytics

   Show answer

   Answer: D

   Next question

10. Question 70 · 192 in bank

    You have just joined a team and they are working on a new project. The project lead isn’t sure what type of technology should be used on this project - AI or a traditional software development approach. What is the best way to determine if you have the criteria for a good AI / ML Project?

    • AEvaluate whether the solution can be done with automation.
    • BDetermine if the project fits within the scope, budget, and timeline set out.
    • CDetermine whether the project has a cognitive technology component and meets a short-term need.
    • DDetermine the long-term need for the organization and build the project to that long-term goal.

    Show answer

    Answer: C

    Next question

Keyboard:J Kmove between questionsA–Dselect an answerRshow or hide the answer← →change page

CPMAI practice, question 61. 192 questions available.