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PMI Cognitive Project Management in AI CPMAI v7 - Training & Certification Exam Sample Questions (Q79-Q84):

NEW QUESTION # 79
When building your model you need to make sure you're not only checking for performance and making sure the model is giving the expected results. You also need to make sure the model is accomplishing the business objective.
At what phase of CPMAI is this most appropriate to do this?

A. Phase VI
B. Phase IV
C. Phase II
D. Phase V
E. Phase III
F. Phase I

Answer: D

Explanation:
Phase V: Model Evaluation is where you validate not only technical performance but also alignment with the business success criteria defined in Phase I. Within this phase, the KPI Measurement task focuses on
"measuring and evaluating the model against Phase I objectives," ensuring the solution meets its intended business outcomes before moving forward.
=========

NEW QUESTION # 80
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. Clustering
C. Regression
D. Multiclass Classification

Answer: B

Explanation:
When the goal is to group or organize unlabeled data into meaningful categories, CPMAI specifies the use of unsupervised clustering algorithms-for example, "if it is determined that an unsupervised clustering algorithm such as K-means will be used, the tool should support such needs" . Clustering is the appropriate method for discovering groupings by type.

NEW QUESTION # 81
Leadership wants a new HR system built that will better handle potential candidate matching. The project manager assigned to this project believes that the project is well-suited for AI, however they are unsure which pattern of AI this would be.
What should the project manager do?

A. Conduct a straw poll with stakeholders to determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.
B. Move forward without determining which pattern of AI this falls under.
C. Pick an algorithm that seems best suited for the problem and then determine which pattern of AI it is based on the algorithm selected.
D. Determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.

Answer: D

Explanation:
In Phase I: Business Understanding, after performing the Go/No Go assessment, the CPMAI methodology requires teams to perform AI Pattern identification-mapping business objectives to one or more of the Seven Patterns of AI-so that the right data requirements, algorithms, and team skills can be scoped effectively. This early pattern identification helps accelerate design by leveraging best practices for that pattern .

NEW QUESTION # 82
The team is working to build a data preparation pipeline for the conversational chatbot project. Which phase of CPMAI is this done?

A. Phase VI
B. Phase IV
C. Phase II
D. Phase III
E. Phase V
F. Phase I

Answer: D

Explanation:
Phase III: Data Preparation focuses on constructing and documenting reusable data pipelines-including training and inference pipelines-alongside cleansing, augmentation, and labeling tasks to prepare data for modeling . This is where teams build the end-to-end data preparation workflows for AI solutions such as chatbots.

NEW QUESTION # 83
Your team is tasked with selecting an algorithm for a supervised learning classification project. Which algorithm might you choose?

A. K-means
B. K-nearest neighbor
C. Gaussian mixture
D. Q learning

Answer: B

Explanation:
K-nearest neighbor (KNN) is a classic supervised classification algorithm that assigns a class label based on the majority label of the K closest training samples in feature space. In contrast, Gaussian Mixture Models and K-means are unsupervised clustering techniques, and Q-learning is a reinforcement-learning algorithm- not a supervised classifier .
=========

NEW QUESTION # 84
......

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PMI Cognitive Project Management in AI CPMAI v7 - Training & Certification Exam Sample Questions (Q79-Q84):

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