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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions (Q83-Q88):
NEW QUESTION # 83
You are working with a dataset that has a high number of dimensions. You're running into issues because some dimensions don't have enough real examples to properly train the systems for predictable results.
What's your best course of action?
- A. Try to get additional information from project lead to see how many examples per dimension are needed
- B. Keep going as planned and the problem will eventually correct itself
- C. Try to get additional data - at least 5 training examples for each dimension in the representation
- D. Try to improve the quality of your data through more preparation
Answer: C
NEW QUESTION # 84
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 can purchase the data needed to continue with the project
- C. See if you already have access to enough data to continue with the project
- D. See if you can expand the scope to continue with the project
Answer: A
NEW QUESTION # 85
Your team is working on an NLP model and has just operationalized the first model. Your team makes updates to the model, overwrites the original model, and puts this new model into operation. However, one of the teams using the model has seen a decrease in performance and is asking to use the original model.
What critical error did your team make?
- A. They did not have a model retraining pipeline that took into account models
- B. They did not practice model versioning and keep all versions of the model
- C. They did not practice model iteration and properly iterate on the model
- D. They did not have data governance in place
Answer: B
NEW QUESTION # 86
You have an Anomaly Detection project you're working on and you need a simple approach of clustering data into classified groups. Which algorithm is the best choice given this situation?
- A. K-Means Clustering
- B. Hidden Markov Model
- C. Neural Network
- D. Decision Tree
Answer: A
NEW QUESTION # 87
You're being told by upper management that you need to manage a new AI project. You need to determine the AI project fit to make sure you're actually solving a real business problem. During phase I: Business Understanding, you should consider at least one of the following (Select all that apply):
- A. Has the "cool" factor
- B. Solves a previously unsolved problem
- C. Explores a proof of concept for an AI project
- D. Improve company competitiveness in the market
- E. Solves an already solved problem but does it better and cheaper
- F. Enhance revenue
Answer: B,D,E,F
NEW QUESTION # 88
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