PMI CPMAI CPMAI

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

1. You're running an image recognition project and realize that you do not have enough data of a certain type of vehicle. What is the best course of action to get the additional labeled data you need?

A) Perform Data Sampling
B) Perform Data Transformation & Multiplication
C) Purchase the data from a third party
D) Perform Data Anonymization

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

3. Your model is going to be used for continuous monitoring of machinery, with need for continuous, instant model predictions. What's the most appropriate Model Operationalization approach?

A) Stream learning
B) Web service / Microservice
C) Batch prediction
D) Real-time prediction

4. Your team is working on a new project for finding the most optimal flow of warehouse robots on the warehouse floor. Which type of machine learning approach would be most appropriate to pick for this problem?

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

5. You have been tasked with creating a model that will recommend products based on what other customers have similarly purchased. Which algorithm is the best choice given this situation?

A) K-means
B) K Nearest Neighbor
C) Neural Network
D) Hyperpersonalization

Solutions: