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

1. An inexperienced team is training a neural network model on a desktop computer and this is taking a significant amount of time. What would you recommend to them to speed up model training?

A) Use a contractor to do the training portion
B) Break the dataset up into multiple smaller datasets and train the model on each of the smaller datasets over a desktop computer
C) Train the model on GPUs
D) Train the model over multiple desktop computers

2. A team is retraining a model and creating a new version of that model. What's the most important thing for the team to have in place before doing this?

A) Model Governance
B) Model operations
C) Model discovery
D) Data operations

3. Using machine learning and other cognitive approaches to understand how to take past/existing behavior and predict future outcomes or help humans make decisions about future outcomes using insight learned from past behavior/interactions/data is a core part to which pattern(s) of AI?

A) Goal Driven Systems
B) Predictive Analytics & Decision Support
C) Predictive Analytics & Decision Support and Patterns and Anomalies
D) Recognition Pattern

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

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

Solutions: