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

1. Enhancing and cleaning data is an important action during which phase of CPMAI?

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

2. Upper management is looking to roll out a new product and wants to see if there are any patterns and insights that can be discovered from customer data. Your team has been tasked to discover these potential patterns and structures within this data.
Which type of machine learning approach would be most appropriate to pick for this problem?

A) Supervised Learning
B) Unsupervised Learning
C) All would work equally well
D) Reinforcement Learning

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

4. One of the key elements of a data-centric methodology is the data requirements phase. During CPMAI Phase II, several unexpected issues have developed and are now threatening the data collection efforts.
What course of action might make the issue worse?

A) See if you can adjust the scope of this interaction to continue with the project
B) See if you already have access to enough data to continue with the project
C) See if you can purchase the data needed to continue with the project
D) See if you can expand the scope to continue with the project

5. 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?

A) Governed AI
B) Transparent AI
C) Responsible AI
D) AI Systemic Transparency
E) Explainable AI

Solutions: