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

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

A) Supporting training data
B) Bias-variance tradeoff
C) Hyperparameter settings
D) The algorithm code

2. 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 V
C) Phase II
D) Phase VI
E) Phase III
F) Phase IV

3. 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?

A) Generative AI solutions for content generation
B) Decision tree and Random Forest approaches
C) Autonomous patterns and process automation
D) Image and object detection and recognition systems

4. For AI projects the code and systems don't matter as much as the dat

A) In fact, big data is what's powering much of this latest wave of AI. What's most important for your company to consider around data?
B) Collect enormous amounts of data - the more data the better.
C) Because of almost-infinite storage and compute power, collect as much data as possible and deal with organizing it later.
D) Have team members that have experience, understanding of tools, and the ability to deal with massive volumes of data.
E) Understanding which algorithms are best for your data needs.

5. In order for Supervised Learning approaches to work, they must be fed clean, well-labeled data that the system can use to learn from examples. But how do you get Labeled Data? As a team leader at a small startup, what approach would not be beneficial when trying to gather labeled data?

A) Contract with Third Party Data Labeling Firms
B) Hire a Contractor Workforce
C) Get your Users to Do it
D) Find a source of already labeled data

Solutions: