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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) Train the model on GPUs
B) Use a contractor to do the training portion
C) Train the model over multiple desktop computers
D) Break the dataset up into multiple smaller datasets and train the model on each of the smaller datasets over a desktop computer
2. Your team has created a model that is going to be used for monitoring systems and it needs to provide analysis on a weekly basis. What's the most appropriate Model Operationalization approach?
A) Real-time prediction
B) Stream learning
C) Batch prediction
D) Web service / Microservice
3. Your team is tasked with selecting an algorithm for a supervised learning classification project.
Which algorithm might you choose?
A) K-means
B) Gaussian mixture
C) Q learning
D) K-nearest neighbor
4. You're testing your model and it is overly sensitive to the fluctuations of data and having trouble generalizing. What type of problem is this?
A) You have selected the wrong data
B) You are underfitting the data
C) You are overfitting the data
D) You have selected the wrong algorithm
5. During the initial phase of an AI project, the team is assessing project success criteria. The project manager discovers that the project may be violating some compliance rules.
What problem describes the issue the project team is facing?
A) Absence of a clear AI go/no-go assessment
B) Lack of clarity on the project's business objective
C) Inadequate separation of cognitive and noncognitive software
D) Failure to identify applicable data regulations early on
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: D |
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