Course 2026 CPMAI Test Prep Training Practice Exam Download
CPMAI Exam Info and Free Practice Test Professional Quiz Study Materials
NEW QUESTION # 54
You have been brought on to manage a recognition project, specifically an image recognition project, for an Autonomous Retail application. You know that you need to make sure you have sufficient data for this project.
What's the best way to approach this?
- A. Take all the existing data you have and apply it to this project
- B. Take inventory of all data your team has and use the relevant data
- C. Take inventory of all data your company has and use the relevant data
- D. Take all the data your company has as well as purchase additional external data
Answer: C
NEW QUESTION # 55
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. Batch prediction
- B. Real-time prediction
- C. Web service / Microservice
- D. Stream learning
Answer: A
NEW QUESTION # 56
A project manager is reviewing the performance of an AI model used for predictive analytics in sales. The model's accuracy is within acceptable limits; however, its precision is low.
What is the cause for the precision issue?
- A. The model is overfitting the training data
- B. The training data is unbalanced
- C. The feature selection process is flawed
- D. The model is underfitting the validation data
Answer: B
NEW QUESTION # 57
Senior management has tasked your group to analyze a data set to uncover insights into the dat
- A. Data preparation
- B. What is the best approach to use to do this?
- C. Data Mining or Data Analytics
- D. Data Integration
- E. Data Governance
Answer: A
NEW QUESTION # 58
Your team is ready to operationalize the model they have been working on. It's a model that is meant to be used on an "edge device", specifically a mobile phone and the user may sometimes be in remote locations without regular access to the internet.
What's the most important thing to consider here?
- A. Make sure that you can use Generative AI solutions on an edge device
- B. Make sure the model lives in a hybrid environment
- C. Make sure the model is available over a cloud-based API
- D. Make sure the model lives on the edge device so it can be used regardless of internet connection
Answer: D
NEW QUESTION # 59
You want to create a model to figure out if a customer would be likely to repurchase a certain item. The project owner doesn't want you to create anything too complicated, and you have a limited data set to work with.
Which algorithm is the best choice given these constraints?
- A. Generative AI
- B. Neural Networks
- C. Ensemble models
- D. Naive Bayes
Answer: D
NEW QUESTION # 60
A project manager meets with a customer for initial discussions about an upcoming project. At the end of the meeting, the customer asks the project manager for a rough estimate of the project duration. Based on her experience with three similar projects, the project manager provides an estimate of 8-10 months.
What's wrong with this timeframe?
- A. It's not accounting for data preparation timelines
- B. It's underestimating the project timeline by 3 months
- C. It fits into a waterfall timeframe, but not an agile project timeframe
- D. It's not accounting for potential project delays
Answer: D
NEW QUESTION # 61
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. Web service / Microservice
- B. Stream learning
- C. Real-time prediction
- D. Batch prediction
Answer: C
NEW QUESTION # 62
Your team is looking to develop an RPA bot to help with back-office processes such as data entry.
What type of bot should your team be creating?
- A. RPA is not the right solution to this problem
- B. Attended bot
- C. Unattended bot
- D. Business Process Outsourcing
Answer: C
NEW QUESTION # 63
During CPMAI Phase II of your project, your team is going through their data collection needs.
One team member wants to make use of pre-trained models while another member is adamantly against it.
As the project lead, what should you do?
- A. Evaluate your data and use only what you have and build all models in house.
- B. Evaluate your data and see if using pre-trained models make sense. If so, have the team see what pre-trained models your company already owns and use those.
- C. Have one team build all models in-house and the other team use pre-trained models and see which team's models perform better.
- D. Evaluate your data and see if using pre-trained models make sense. If so, have the team do research to find the ones that best suit your project.
Answer: D
NEW QUESTION # 64
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. All would work equally well
- D. Reinforcement Learning
Answer: D
NEW QUESTION # 65
You're creating an AI-enabled chatbot that is going to access user data. What areas related to data governance do you need to make sure you're addressing? (Select all that apply.)
- A. Privacy Risks
- B. Change Management Issues
- C. Business Risks
- D. Data Quantity Issues
- E. Data Sharing challenges
- F. Data Quality Issues
- G. Security Risks
Answer: A,C,E,F,G
NEW QUESTION # 66
You have been receiving customer data for the past six months. However recently you notice that this data has drastically changed due to the upcoming holiday season.
What seems to be taking place?
- A. Lack of stakeholder support
- B. Model Drift
- C. An incomplete milestone list
- D. Data Drift
Answer: D
NEW QUESTION # 67
Your team is working on a new facial recognition application. Since this technology has the potential to be mis-used you think it's important to set guidelines for the proper use of this application and you want to make sure the AI system is built for some positive purpose. What area of Trustworthy AI does this best fall under?
- A. Responsible AI
- B. Transparent AI
- C. Explainable AI
- D. Governed AI
Answer: A
NEW QUESTION # 68
Your team is tasked with selecting an algorithm for a supervised learning classification project.
Which algorithm might you choose?
- A. Q learning
- B. K-means
- C. Gaussian mixture
- D. K-nearest neighbor
Answer: D
NEW QUESTION # 69
Enhancing and cleaning data is an important action during which phase of CPMAI?
- A. Phase V
- B. Phase VI
- C. Phase II
- D. Phase IV
- E. Phase I
- F. Phase III
Answer: F
NEW QUESTION # 70
As an organization building an AI solution for your current customers based in NYC, but with possible plans for future expansion, how should you handle worldwide AI laws and regulations?
- A. Make sure to follow relevant data, privacy, and other important laws as it pertains to the United States
- B. Make sure to follow relevant data, privacy, and other important laws both in the US and where you're likely to expand to in the coming year
- C. You're too small of an organization to be worried about laws at the moment
- D. Make sure to follow relevant data, privacy, and other important laws as it pertains to NYC
Answer: B
NEW QUESTION # 71
You want to make sure that in your HR hiring system that applicants have the ability to contest the result. In what layer of the Trustworthy AI framework do we address this need?
- A. Responsible AI
- B. Governed AI
- C. Transparent AI
- D. Explainable AI
- E. Ethical AI
Answer: B
NEW QUESTION # 72
In what way would you be using Generative AI if you used the results of the Generative AI solution to improve and accelerate your job?
- A. As a programmatic approach for automation
- B. As an Augmented Intelligence system
- C. Used for Hyperpersonalization
- D. As an autonomous system removing the human from the loop
Answer: B
NEW QUESTION # 73
You recently completed an image recognition project at your company that was focused on identifying different types of cars. You have now been assigned a new image recognition project that is focused on identifying different types of animals. You know you can shortcut model development by using a specific technique.
What is this technique called?
- A. Reinforcement Learning
- B. Generative AI
- C. Transfer Learning
- D. Pre-Trained Models
Answer: C
NEW QUESTION # 74
......
Get 100% Authentic PMI CPMAI Dumps with Correct Answers: https://actual4test.practicetorrent.com/CPMAI-practice-exam-torrent.html