Free Cognitive Project Management in AI CPMAI v7 – Training & Certification Exam CPMAI_v7 Exam Practice Test

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?

• Governed AI
• Transparent AI
• Explainable AI
• AI Systemic Transparency
• Responsible AI

The team is evaluating where the sources of the data for training are. What phase of CPMAI are they in?

• Phase I
• Phase II
• Phase III
• Phase IV
• Phase V
• Phase VI

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):

• Explores a proof of concept for an AI project
• Enhance revenue
• Solves a previously unsolved problem
• Improve company competitiveness in the market
• Has the "cool" factor
• Solves an already solved problem but does it better and cheaper

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?

• They did not have data governance in place
• They did not practice model versioning and keep all versions of the model
• They did not have a model retraining pipeline that took into account models
• They did not practice model iteration and properly iterate on the model

You're working with an inexperienced team and this is all their first AI project. You're trying to work on a supervised learning binary classification problem to determine if emails are spam or not.What is the best approach for this project?

• Pick a simple algorithm such as naive bayes
• Pick a neural network algorithm since you know this works well for supervised learning approaches
• Pick an ensemble method since you're not sure which algorithm will perform best
• Pick a simple algorithm such as Gaussian mixture

Your team is looking to develop an RPA bot to help assist call center agents while on providing support. What type of bot should your team be creating?

• Augmented Intelligence
• Attended bot
• RPA is not the right solution to this problem
• Unattended bot

During which phase of an AI project should you consider Trustworthy AI considerations?

• Phase I: Business Understanding
• Phase II: Data Understanding
• Phase VI: Model Operationalization
• Every Phase of the AI project

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?

• Evaluate whether the solution can be done with automation.
• Determine if the project fits within the scope, budget, and timeline set out.
• Determine whether the project has a cognitive technology component and meets a short-term need.
• Determine the long-term need for the organization and build the project to that long-term goal.

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?

• K-Means Clustering
• Neural Network
• Decision Tree
• Hidden Markov Model

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.)

• 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.
• Have the team that built the technology to relay to employees this tool is to augment, and not replace their jobs.
• Have upper management relay to employees this tool is to augment, and not replace their jobs.
• Provide training for everyone to have all employees feel more comfortable using the technology even if they aren't using the technology yet.