Course 2026 CPMAI Test Prep Training Practice Exam Download
CPMAI Exam Info and Free Practice Test Professional Quiz Study Materials
NEW QUESTION # 45
You're looking to take an image and have a Generative AI solution generate additional content beyond the bounds of the current image size. What Generative AI approach can you use?
- A. Prompt engineering for new image generation
- B. Use of super-resolution to enhance the existing image
- C. Use of inpainting to replace image components
- D. Use of Generative Outpainting
Answer: D
NEW QUESTION # 46
Enhancing and cleaning data is an important action during which phase of CPMAI?
- A. Phase VI
- B. Phase V
- C. Phase III
- D. Phase II
- E. Phase IV
- F. Phase I
Answer: C
NEW QUESTION # 47
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. Data Quantity Issues
- B. Privacy Risks
- C. Security Risks
- D. Data Quality Issues
- E. Business Risks
- F. Change Management Issues
- G. Data Sharing challenges
Answer: B,C,D,E,G
NEW QUESTION # 48
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. Governed AI
- D. Explainable AI
Answer: A
NEW QUESTION # 49
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. Use a contractor to do the training portion
- B. Train the model on GPUs
- C. Break the dataset up into multiple smaller datasets and train the model on each of the smaller datasets over a desktop computer
- D. Train the model over multiple desktop computers
Answer: B
NEW QUESTION # 50
Your team is working on a project and is running into some issues. You need someone on the team who is able to solve problems in environments of uncertainty, can deal with failure, and has the math and data visualization skills needed to communicate the results with others so the issues can get resolved.
What role would be most suited for this?
- A. Data Engineer
- B. Citizen Data Scientist
- C. Project Manager
- D. Data Scientist
Answer: D
NEW QUESTION # 51
An IT services company is working on a project to develop an AI-based customer support system.
During data preparation, the project manager needs to clean and transform customer interaction logs.
What is an effective technique to handle any missing data?
- A. Ignore missing data if it seems insignificant
- B. Remove records with missing values if minimal
- C. Duplicate existing data to fill in missing gaps
- D. Fill missing values with zeros without analysis
Answer: B
NEW QUESTION # 52
For AI projects the code and systems don't matter as much as the dat
- A. Have team members that have experience, understanding of tools, and the ability to deal with massive volumes of data.
- B. Understanding which algorithms are best for your data needs.
- C. In fact, big data is what's powering much of this latest wave of AI. What's most important for your company to consider around data?
- D. Collect enormous amounts of data - the more data the better.
- E. Because of almost-infinite storage and compute power, collect as much data as possible and deal with organizing it later.
Answer: D
NEW QUESTION # 53
You're running an AI project and want to speed up training of the model so that you can complete your current CPMAI iteration within the two week timeframe the team has set.
What's one approach to speed up model training?
- A. Use Brute force method
- B. Use data from a previous project
- C. Use cloud-based technology
- D. Use or extend a pre-trained model
Answer: D
NEW QUESTION # 54
Your team was given a large dataset and has been tasked with organizing the data by type to make better insights from the results. You are facing problems with the approach that the previous project lead used which was a regression algorithm.
What type of algorithm is the best approach for this project?
- A. Binary (or Binomial) Classification
- B. Multiclass Classification
- C. Regression
- D. Clustering
Answer: D
NEW QUESTION # 55
A telecommunications company is adopting an AI-based customer service chatbot. They are concerned about potential quality issues affecting customer satisfaction.
What should the project manager do?
- A. Set up a dedicated team to monitor and address quality issues
- B. Conduct regular performance reviews and updates based on customer feedback
- C. Develop a comprehensive quality assurance plan for the chatbot
- D. Initiate a beta testing phase with a small group of customers
Answer: C
NEW QUESTION # 56
Your team is testing the NLP model they just created to make sure it's performing as expected.
Some of your team members want to move this model to production and move to the next iteration.
What's wrong with this workflow?
- A. Team members should not be able to move to new projects until senior management signs off
- B. Nothing is wrong with this workflow. You can move to the next iteration
- C. Model Evaluation requires continuous model evaluation, retraining, and operationalization
- D. You need to make sure the AI Go/No Go questions have been addressed
Answer: D
NEW QUESTION # 57
You're working on a project and are working with personally identifiable information (PII). What's the best approach to take when it comes to collecting and using this data?
- A. Store the data in a data warehouse
- B. Use noise reduction techniques to reduce all forms of data noise
- C. If this data is not needed, use Data anonymization techniques to remove it before feeding to models
- D. Implement a new data privacy policy
Answer: C
NEW QUESTION # 58
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. All would work equally well
- B. Unsupervised Learning
- C. Supervised Learning
- D. Reinforcement Learning
Answer: D
NEW QUESTION # 59
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. Careful algorithm selection that reduces the need for data.
- C. Data Deduping to reduce overall size and data complexity.
- D. Data selection and attribute pruning to reduce overall size and data complexity.
Answer: D
NEW QUESTION # 60
You have just joined a team and they are working on a new project. The project lead isn't sure what type of technology should be used on this project - AI or a traditional software development approach. What is the best way to determine if you have the criteria for a good AI/ML Project?
- A. Determine whether the project has a cognitive technology component and meets a short-term need.
- B. Determine the long-term need for the organization and build the project to that long-term goal.
- C. Evaluate whether the solution can be done with automation.
- D. Determine if the project fits within the scope, budget, and timeline set out.
Answer: A
NEW QUESTION # 61
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