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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:

1. Senior management has tasked your group to analyze a data set to uncover insights into the dat

A) What is the best approach to use to do this?
B) Data Mining or Data Analytics
C) Data Governance
D) Data preparation
E) Data Integration

2. You're working with a small inexperienced team on a new ML project. Choosing the best algorithm with the best settings given the training and test data is proving to be very hard for them. You lack the critical data science resources available on your team, and can't wait weeks until a data science resource becomes available to join your team.
What's your best course of action?

A) Use an AutoML solution
B) Find a citizen data scientist to help
C) Put the project on hold until the resources needed become available
D) Outsource the project ASAP

3. 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?

A) Multiclass Classification
B) Binary (or Binomial) Classification
C) Clustering
D) Regression

4. A project team is tasked with ensuring all AI-related decisions and actions are documented comprehensively for future auditing purposes. They need to track the reasons for specific AI choices, their impacts, and any issues encountered during the implementation.
What is represented in this situation?

A) Compliance management
B) Transparency
C) Strategic alignment
D) Operational efficiency

5. 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?

A) If this data is not needed, use Data anonymization techniques to remove it before feeding to models
B) Store the data in a data warehouse
C) Use noise reduction techniques to reduce all forms of data noise
D) Implement a new data privacy policy

Solutions: