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CPMAI_v7 Cognitive Project Management in AI CPMAI v7 - Training & Certification is now Stable and With Pass Result | Test Your Knowledge for Free

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CPMAI_v7 Practice Questions

Cognitive Project Management in AI CPMAI v7 - Training & Certification

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Total Questions : 100

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Question # 21

You have been receiving customer data for the past six months. However recently you notice that this data has drastically changed due to the upcoming holiday season.

What seems to be taking place?

Options:

A.  

Lack of stakeholder support

B.  

An incomplete milestone list

C.  

Data Drift

D.  

Model Drift

Discussion 0
Question # 22

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?

Options:

A.  

K-Means Clustering

B.  

Neural Network

C.  

Decision Tree

D.  

Hidden Markov Model

Discussion 0
Question # 23

The growth of Big Data has led to a desire to be able to do more to process and extract more value from Big Data. Simply storing data and providing analytics is no longer enough anymore to remain competitive.

To keep your organization competitive, you need to:

Options:

A.  

Make sure the technical team has deep understanding of big data and how best to extract value from big data to unleash it for competitive advantage.

B.  

Make sure senior management has deep understanding of big data and how best to extract value from big data to unleash it for competitive advantage.

C.  

Make sure all senior leadership is data literate, understands the V’s of big data, data’s connections to your specific team, and how to extract value from big data to unleash it for competitive advantage.

D.  

Make sure everyone on the team has an understanding of data, its connections to the organization, and how to extract value from big data to unleash it for competitive advantage.

Discussion 0
Question # 24

Your model is going to be used for continuous monitoring of machinery, with need for continuous, instant model predictions. What’s the most appropriate Model Operationalization approach?

Options:

A.  

Real-time prediction

B.  

Web service / Microservice

C.  

Batch prediction

D.  

Stream learning

Discussion 0
Question # 25

Your model has been working fine for the last three months, however recently you notice the model’s performance has greatly declined. What seems to have been overlooked in your workflow pipeline?

Options:

A.  

Model retraining

B.  

Model Operationalization

C.  

Model Drift

D.  

Model reevaluation

Discussion 0
Question # 26

A team has started working on their first AI project and they are running this project like a traditional software development project. About two months into the project the team is hitting some major issues, and you’re tasked with coming in to help manage this project. Immediately you realize that AI projects need to be treated like data-centric projects.

What’s the next best course of action?

Options:

A.  

Bring in data centric methodology best practices to get this project back on track

B.  

Get the existing team up to speed and make sure existing Agile approaches can support the AI effort

C.  

Hire an entirely new team making sure there is at least one data scientist on this new team

D.  

Hire an outside consulting firm to handle the technical aspects while you train the team yourself on data centric best practices

Discussion 0
Question # 27

Using machine learning and other cognitive approaches to understand how to take past/existing behavior and predict future outcomes or help humans make decisions about future outcomes using insight learned from past behavior/interactions/data is a core part to which pattern(s) of AI?

Options:

A.  

Goal Driven Systems

B.  

Predictive Analytics & Decision Support and Patterns and Anomalies

C.  

Recognition Pattern

D.  

Predictive Analytics & Decision Support

Discussion 0
Question # 28

Your organization wants to keep an eye on AI systems for Governance purposes. What are the most crucial things to consider? (Select all that apply.)

Options:

A.  

Vendor procurement methods

B.  

AI System testing requirements

C.  

Continuous System monitoring

D.  

Data source identification

E.  

Algorithm selection

F.  

Human chain of accountability

G.  

Key Performance Indicators (KPIs)

Discussion 0
Question # 29

Your organization wants to use Generative AI. What are examples of when Generative AI can and should be used? (Select all that apply.)

Options:

A.  

Human Augmentation

B.  

Explainable Decision-support systems

C.  

Content Generation

D.  

Data Augmentation for Training

E.  

Programmatic automated content generation

F.  

Virtual Avatars and Characters

Discussion 0
Question # 30

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?

Options:

A.  

Use noise reduction techniques to reduce all forms of data noise

B.  

Implement a new data privacy policy

C.  

Store the data in a data warehouse

D.  

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

Discussion 0
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