PMI Certified Professional in Managing AI - PMI-CPMAI Exam Practice Test

Question 1

A government agency plans to implement a new AI-driven solution for automating risk analysis. The project team needs to ensure that all stakeholders accept the solution and the project scope is well-defined. They must identify whether the AI approach is the best solution compared to traditional methods.
Which method meets this objective?

A. Conducting a detailed analysis to evaluate other potential AI solutions

B. Developing a prototype using generative adversarial networks (GANs)

C. Performing a comprehensive AI go/no-go assessment focusing on technology and data factors

D. Utilizing a hybrid approach combining cognitive and noncognitive parts to satisfy all parties

Correct Answer: C

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

Question 2

In a clustering analysis for data use, the project team finds that the clusters are not meaningful and do not provide actionable insights. Which activity should the project manager do with the project team?

A. Establish data governance protocols.

B. Assess the trade-offs of the various algorithms.

C. Identify the data gaps and address deficiencies.

D. Conduct an algorithm analysis on the data sources.

Correct Answer: C

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

Question 3

A government agency is using an AI system to analyze public data for policymaking decisions. The project manager needs to address risks related to data accuracy, privacy, and misuse. What represents the highest risk to the agency?

A. The AI system is not regularly updated with new data.

B. The system lacks a transparency process.

C. The AI system relies on third-party providers.

D. User data is stored in an unsecured database.

Correct Answer: D

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

Question 4

A project manager is overseeing the quality assurance and quality control of an AI/machine learning (ML) model. The model has been trained and initial tests have shown promising results. However, the project manager is concerned about the long-term performance and reliability of the model in real-world scenarios.
What should the project manager do?

A. Perform a comprehensive hyperparameter tuning

B. Implement additional data augmentation techniques

C. Establish continuous monitoring and feedback loops

D. Set up cross-validation with a larger dataset

Correct Answer: C

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

Question 5

A telecommunications company is implementing an AI solution to optimize network performance. The project team needs to prepare the data for the AI system by addressing data format inconsistencies. Which method should the project manager use?

A. Evaluating the potential impact of data breaches

B. Determining the necessary data transformation steps

C. Implementing a data governance framework

D. Creating a comprehensive data quality report

Correct Answer: B

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

Question 6

An aerospace company is integrating AI into their manufacturing process to enhance safety and efficiency.
The project team needs to evaluate potential security threats to prevent unauthorized access to sensitive data.
What is the highest risk?

A. Employing a proprietary software with no open-source review

B. Operationalizing a decentralized data storage system

C. Implementing an AI model without regular data updates

D. Secure APIs and data flows by enforcing data governance

Correct Answer: B

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

Question 7

A project team is preparing to move to the next phase of their AI project. The team needs to ensure that all transparency and explainability requirements are met.
Which activity should the project team perform?

A. Document the decision-making process of the AI model

B. Conduct a thorough data quality assessment

C. Define the ethical guidelines for the AI project

D. Establish a feedback mechanism for ongoing evaluation

Correct Answer: A

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

Question 8

A project team at a healthcare provider is determining whether their patient records are adequate for an AI diagnostic tool. They need to validate that the data covers a broad spectrum of conditions and demographics.
What is an effective method to assure data suitability?

A. Conducting a cross-sectional study on data diversity

B. Implementing a longitudinal data-gathering approach

C. Performing demographic analysis and stratifying patient data

D. Analyzing data variance and ensuring balanced sampling

Correct Answer: C

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

Question 9

A logistics company wants to use AI to optimize delivery routes for a client that runs a pizza franchise. Which AI capability should be used?

A. Predictive analytics

B. Hyperpersonalization

C. Autonomous systems

D. Conversational

Correct Answer: A

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

Question 10

During the evaluation of an AI solution, the project team notices an unexpected decline in model performance. The model was previously achieving high accuracy but has recently shown increased error rates.
Which action will identify the cause of the performance decline?

A. Analyzing the distribution of real world data for potential shifts

B. Reviewing recent changes made to the model ' s architecture and parameters

C. Increasing the amount of regularization to prevent overfitting

D. Checking for issues in the data preprocessing pipeline that may have introduced noise

Correct Answer: A

Explanation: Only visible for Actualtests4sure members. You can sign-up / login (it's free).

PMI Certified Professional in Managing AI - PMI-CPMAI Exam Practice Test

Latest Update

Useful Links

Contact Us