CPMAI無料問題集「PMI Cognitive Project Management in AI (PMI-CPMAI)」

質問 1

An inexperienced team is training a neural network model on a desktop computer which is taking a significant amount of time. Which recommended approach will increase the speed of the model training time?

（A）Divide the dataset into multiple smaller datasets and train the model on each dataset over a desktop computer.

（B）Train the model over multiple desktop computers.

（C）Utilize a contractor to provide the model training portion.

（D）Train the model on graphics processing units (GPUs).

正解：D 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 2

An IT services company is integrating an AI solution to automate its customer service functions.
The integration team is facing resistance from the customer's employees. Which action should the project manager perform to manage this risk?

（A）Offer the option to join another team.

（B）Conduct all-hands meetings on the benefits.

（C）Mandate immediate transition from management.

（D）Implement a gradual phased rollout.

正解：D 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 3

Different AI project team members are responsible for various parts of the project, both cognitive and non-cognitive. The project manager needs to ensure effective accountability documentation.
Which method will help to ensure accurate documentation?

（A）Creating separate documentation protocols for cognitive and non-cognitive parts

（B）Using a centralized documentation system accessible to all team members

（C）Implementing periodic documentation reviews by the project manager

（D）Assigning documentation responsibilities to a dedicated documentation team

正解：B 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 4

A project team is tasked with developing an AI system to optimize workflow efficiency by automating both cognitive and noncognitive tasks. The AI system will handle various tasks including data analysis and decision-making to routine administrative functions. The AI system needs to be integrated with the existing enterprise software and meet international regulations.
The team needs to manage data from multiple sources with different formats and standards. The AI system needs to evolve as business processes and technologies change. How would the results for the system be different if cognitive and noncognitive tasks are not separated?

（A）The AI system would have slower processing times.

（B）Complex algorithms would be applied to simple tasks.

（C）There would be inefficiencies in handling repetitive task processes.

（D）Cognitive tasks could underperform due to overloading.

正解：B 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 5

A government agency is operationalizing a new AI tool for predictive policing. The project manager needs to identify data subject matter experts (SMEs) to ensure data quality and relevance. The project team has access to historical crime data, socioeconomic data, and real- time incident reports. Which method will help in determining the data SMEs for this project?

（A）Identifying individuals who have worked on similar AI tools in policing

（B）Evaluating the team's familiarity with historical crime and socioeconomic data

（C）Reviewing certifications in advanced data analytics and machine learning

（D）Conducting workshops to assess knowledge in real-time incident data processing

正解：B 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 6

A consulting firm is preparing data for an AI-driven customer segmentation model. They need to verify data quality before data preparation. What should the project manager do first?

（A）Assess data completeness.

（B）Implement data enhancement.

（C）Apply data labeling techniques.

（D）Conduct data cleaning.

正解：A 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 7

You're working on a project and are working with personally identifiable information (PII). What's the best approach to take when it comes to collecting and using this data?

（A）Store the data in a data warehouse

（B）Implement a new data privacy policy

（C）If this data is not needed, use Data anonymization techniques to remove it before feeding to models

（D）Use noise reduction techniques to reduce all forms of data noise

正解：C 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 8

An AI project team needs to assess the feasibility of an AI solution. In order to proceed with the AI project, what should the project manager address?

（A）Potential vendor costs

（B）Projected data debt

（C）Alignment with business objectives

（D）Complexity of operationalization

正解：C 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 9

A capital markets firm is exploring the use of AI to enhance its trading algorithms. The firm expects the AI solution will increase trading accuracy and profitability. The project manager needs to create a business case to justify the AI investment. Which method will provide results that meet the firm's goals and objectives?

（A）Performing a scenario analysis

（B）Developing a financial impact assessment

（C）Conducting a market trend analysis.

（D）Consulting with AI vendors

正解：B 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 10

A healthcare organization is developing an Al model to predict patient outcomes. The project manager needs to address issues of missing or incorrect data before training the model. What is an effective method to help ensure data quality?

（A）Implementing an AI data needs assessment

（B）Enhancing with data augmentation techniques

（C）Applying predictive data algorithms

（D）Performing systematic data validation

正解：D 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 11

An insurance company wants to extract claim details from scanned handwritten forms and adjuster call recordings.
What characteristic of this data most affects the Data Preparation phase?

（A）The data will need to be anonymized

（B）The data volume will require distributed storage

（C）The data is unstructured and requires extraction and transformation before modeling

（D）The data is subject to retention requirements

正解：C 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 12

A financial services firm is assessing the success of a newly operationalized AI system for fraud detection. The project manager needs to evaluate the model against business key performance indicators. (KPIs). What is an effective method to help ensure the accuracy of this evaluation?

（A）Reviewing quarterly business financial reports

（B）Consulting with external experts and auditors

（C）Utilizing a diverse set of validation techniques

（D）Implementing a single comprehensive metric

正解：C 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 13

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

（A）The user data is stored in an unsecured database.

（B）The AI system is not regularly updated with new data.

（C）The system lacks a transparency process.

（D）The AI system relies on third-party providers.

正解：A 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 14

A retail bank wants to reduce fraudulent transactions by detecting unusual card activity in near real time. Which AI capability should be used?

（A）Hyperpersonalization

（B）Predictive analytics

（C）Conversational

（D）Autonomous systems

正解：B 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

CPMAI 無料問題集「PMI Cognitive Project Management in AI (PMI-CPMAI)」

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