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NEW QUESTION # 27
During CPMAI Methodology Phase IV: Model Development, which of the following is not done during this phase?
- A. Model tuning
- B. Model Selection
- C. Algorithm Selection
- D. Model training
Answer: C
NEW QUESTION # 28
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 inventory of all data your team has and use the relevant data
- B. Take inventory of all data your company has and use the relevant data
- C. Take all the data your company has as well as purchase additional external data
- D. Take all the existing data you have and apply it to this project
Answer: B
NEW QUESTION # 29
You're working with petabytes of data and need to make this dataset more manageable. To do this, you want to reduce the number of variables under consideration.
What is the name for this process?
- A. Data selection
- B. Dimensionality Reduction
- C. Multivariate regression
- D. Gradient Descent
Answer: B
NEW QUESTION # 30
A team is retraining a model and creating a new version of that model. What's the most important thing for the team to have in place before doing this?
- A. Model Governance
- B. Data operations
- C. Model operations
- D. Model discovery
Answer: A
NEW QUESTION # 31
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. Transfer Learning
- B. Pre-Trained Models
- C. Reinforcement Learning
- D. Generative AI
Answer: A
NEW QUESTION # 32
A healthcare project manager is evaluating whether to implement an AI-powered diagnostic tool.
The initial cost is US$500,000 with an expected return on investment (ROI) of 15% within the first year. The project needs to satisfy multiple stakeholders including hospital administrators and medical staff.
Which method will maximize a positive ROI for the AI implementation?
- A. Ensuring all AI and non-AI components are integrated seamlessly
- B. Monitoring AI model performance against key performance indicators
- C. Acquiring alternatives to the AI solution as a contingency plan
- D. Seeking verbal commitments from interested parties at each project phase
Answer: B
NEW QUESTION # 33
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. Duplicate existing data to fill in missing gaps
- B. Remove records with missing values if minimal
- C. Fill missing values with zeros without analysis
- D. Ignore missing data if it seems insignificant
Answer: B
NEW QUESTION # 34
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 selection and attribute pruning to reduce overall size and data complexity.
- B. Data Deduping to reduce overall size and data complexity.
- C. Careful algorithm selection that reduces the need for data.
- D. Data integration focused on reducing the number of data sources.
Answer: A
NEW QUESTION # 35
The growth of Big Data has led to a desire to be able to do more to process and extract more value from Big Data. Simply storing data and providing analytics is no longer enough anymore to remain competitive.
To keep your organization competitive, you need to:
- A. Make sure the technical team has deep understanding of big data and how best to extract value from big data to unleash it for competitive advantage.
- B. Make sure all senior leadership is data literate, understands the Vs of big data, data's connections to your specific team, and how to extract value from big data to unleash it for competitive advantage.
- C. Make sure everyone on the team has an understanding of data, its connections to the organization, and how to extract value from big data to unleash it for competitive advantage.
- D. Make sure senior management has deep understanding of big data and how best to extract value from big data to unleash it for competitive advantage.
Answer: B
NEW QUESTION # 36
Your organization has just rolled out a new image recognition system and is asking all employees to use it. It was trained using images from the ImageNet test set. After a few weeks, users are finding the results are not as expected and are asking for visibility into all the aspects of what went into building an AI system.
What area of Trustworthy AI is being addressed here?
- A. Transparent AI
- B. Responsible AI
- C. Explainable AI
- D. Governed AI
- E. AI Systemic Transparency
Answer: A
NEW QUESTION # 37
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. Initiate a beta testing phase with a small group of customers
- D. Develop a comprehensive quality assurance plan for the chatbot
Answer: D
NEW QUESTION # 38
Recently, you implemented an augmented intelligence application at work to help employees do their job better. However, employees have been resistant to this change and aren't using the application as expected.
What could have been done better to get the team to feel comfortable with this technology and use it? (Select all that apply.)
- A. Ask end users what information and technology they need to help them do their job better and build the tool to help with these pain points.
- B. Have the team that built the technology to relay to employees this tool is to augment, and not replace their jobs.
- C. Have upper management relay to employees this tool is to augment, and not replace their jobs.
- D. Provide training for everyone to have all employees feel more comfortable using the technology even if they aren't using the technology yet.
Answer: A,B,C,D
NEW QUESTION # 39
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. Attended bot
- B. RPA is not the right solution to this problem
- C. Unattended bot
- D. Business Process Outsourcing
Answer: C
NEW QUESTION # 40
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. Ensemble models
- B. Generative AI
- C. Neural Networks
- D. Naive Bayes
Answer: D
NEW QUESTION # 41
Your company is insisting on running an automation project and applying AI best practices and methodologies to the project. You understand that automating things is just the act of using machines to repeat tasks, and does not require AI to achieve results. You think it is overkill but the project moves forward as planned.
What would likely have helped avoid this conflict?
- A. Everyone on the team should understand the differences between automation and autonomous systems.
- B. Applying a hybrid approach of automation and AI best practices would have achieved better results.
- C. Nothing - running automation projects like autonomous projects is the correct thing to do.
- D. Senior management should become involved in the project.
Answer: A
NEW QUESTION # 42
You are being tasked to manage an AI project at your company and you need to identify which project to start with. What's the best way to approach this?
- A. Ask key stakeholders from all groups for input about their pain points.
- B. Find a project that requires 100% accuracy in the results and start with that one.
- C. Ask key stakeholders from your group and find a small problem that would have a big return on investment and start there.
- D. Go through all possible scenarios to come up with the perfect first project.
Answer: C
NEW QUESTION # 43
You just joined a new company and they want to start their first AI project. Senior management thinks the best approach is to just buy AI from a vendor. You know that AI is something you do, not something you buy.
What is your next best course of action to address this?
- A. Help senior management do research on AI vendors
- B. Share prior experiences with how your last team addressed this problem and their data quality issues
- C. Say nothing and let the team figure it out for themselves
- D. Share prior experiences with how your last team addressed this problem and how you solved it
Answer: D
NEW QUESTION # 44
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 do research to find the ones that best suit your project.
- 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 see what pre-trained models your company already owns and use those.
Answer: B
NEW QUESTION # 45
A project team is tasked with ensuring all AI-related decisions and actions are documented comprehensively for future auditing purposes. They need to track the reasons for specific AI choices, their impacts, and any issues encountered during the implementation.
What is represented in this situation?
- A. Compliance management
- B. Strategic alignment
- C. Transparency
- D. Operational efficiency
Answer: C
NEW QUESTION # 46
As the project manager, you are leading a brainstorming session with key stakeholders around a new Hyperpersonalization project. What's a key feature for this project that should happen to ensure success?
- A. Develop a unique profile of each individual, and having that profile both learn and adapt over time as well as be programmed for a wide variety of purposes
- B. Develop a unique profile of each individual, and have that profile learn and adapt over time for a wide variety of purposes
- C. Develop a unique profile of each individual, and manually update that profile over time for a wide variety of purposes
- D. Develop a unique profile of each type of individual, and have that profile stay the same over the lifetime of that user
Answer: B
NEW QUESTION # 47
An aerospace firm is developing an AI system for predictive maintenance of their aircraft. The project team needs to define the required data to train the model.
Which activity should the project manager implement?
- A. Implementing data cleaning and preprocessing routines
- B. Developing a comprehensive data collection strategy
- C. Setting up real-time data streaming from aircraft sensors
- D. Conducting a pilot test with a small dataset
Answer: B
NEW QUESTION # 48
Creating machine learning models can be complicated. Your team wants to use tools called Automated Machine Learning (AutoML) to simplify the process. You know of another team that has used AutoML tools and it's saved the team a lot of time. However, what's the one area you should not have the AutoML tool help with?
- A. Automatic model selection
- B. Automatic model assessment
- C. Iterative modeling and evaluation
- D. Automatic algorithm selection
- E. Automatic hyperparameter tuning
Answer: A
NEW QUESTION # 49
You're in charge of marketing at your organization and you've been tasked with using AI to help create marketing images. What's a good solution for this need?
- A. Autonomous patterns and process automation
- B. Decision tree and Random Forest approaches
- C. Image and object detection and recognition systems
- D. Generative AI solutions for content generation
Answer: D
NEW QUESTION # 50
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