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

1. Your team has collected petabytes of data for your AI project. As the project lead, you understand this is too much data to use for this iteration of the project.
What is the best course of action to take with this data?

A) Data integration focused on reducing the number of data sources.
B) Data Deduping to reduce overall size and data complexity.
C) Careful algorithm selection that reduces the need for data.
D) Data selection and attribute pruning to reduce overall size and data complexity.

2. Your team has built a new robot that roams the halls at your organization and helps with various things such as small deliveries. However, you notice that many employees are opting not to use the robot. When you ask them why they tell you that the robot looks "creepy" and they would rather not interact with it.
What's going on here?

A) Bias towards the robot
B) The bot is falling into The "Uncanny Valley"
C) Safety and reliability issues that impact bot usefulness
D) Lack of understanding the robot's usefulness

3. 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) Find a source of already labeled data
D) Get your Users to Do it

4. As the project manager, you are leading a brainstorming session with key stakeholders around a new Hyperpersonalization project. What's a key feature for this project that should happen to ensure success?

A) Develop a unique profile of each type of individual, and have that profile stay the same over the lifetime of that user
B) Develop a unique profile of each individual, and manually update that profile over time for a wide variety of purposes
C) Develop a unique profile of each individual, and have that profile learn and adapt over time for a wide variety of purposes
D) Develop a unique profile of each individual, and having that profile both learn and adapt over time as well as be programmed for a wide variety of purposes

5. When building your model you need to make sure you're not only checking for performance and making sure the model is giving the expected results. You also need to make sure the model is accomplishing the business objective.
At what phase of CPMAI is this most appropriate to do this?

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

Solutions: