CPMAI_v7 Free Practice Test

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?

1. A. Develop a unique profile of each individual, and have that profile learn and adapt over time for a wide variety of purposes
2. B. Develop a unique profile of each individual, and manually update that profile over time for a wide variety of purposes
3. C. Develop a unique profile of each individual, and have that profile both learn and adapt over time as well as be programmed for a wide variety of purposes
4. D. Develop a unique profile of each type of individual, and have that profile stay the same over the lifetime of that user

Correct Answer: A

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

1. A. Phase I: Business Understanding
2. B. Phase II: Data Understanding
3. C. Phase VI: Model Operationalization
4. D. Every Phase of the AI project

Correct Answer: D
CPMAI's Domain VI: Trustworthy AI is designed to span the entire project lifecycle, embedding ethics, transparency, fairness, privacy, and security checks into every phase - from Business Understanding through Operationalization - so that trustworthy practices are not an afterthought but a continuous, integrated activity .

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.

1. A. Ensemble models
2. B. Naive Bayes
3. C. Neural Networks
4. D. Generative AI

Correct Answer: B
The CPMAI Glossary defines a naive Bayes classifier as "a family of simple probabilistic classifiers based on Bayes' theorem with the assumption of feature independence," making it ideal for small or limited datasets where model simplicity and interpretability are priorities.

- [Trustworthy AI]
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?

1. A. Governed AI
2. B. Transparent AI
3. C. Explainable AI
4. D. AI Systemic Transparency
5. E. Responsible AI

Correct Answer: B
In CPMAI??s Trustworthy AI framework, Transparent AI focuses on providing clear documentation of data sources, modeling approaches, evaluation methods, and deployment plans so that stakeholders can audit and understand how the system was built. The users?? request for ??visibility into all aspects?? of model development, training data, and test sets directly maps to the Required AI Transparency Considerations task early in the methodology .