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DY0-001 Practice Questions

CompTIA DataX Exam

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Total Questions : 85

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Question # 11

A data scientist is building a proof of concept for a commercialized machine-learning model. Which of the following is the best starting point?

Options:

A.  

Literature review

B.  

Model performance evaluation

C.  

Hyperparameter tuning

D.  

Model selection

Discussion 0
Question # 12

A data analyst wants to use compression on an analyzed data set and send it to a new destination for further processing. Which of the following issues will most likely occur?

Options:

A.  

Library dependency will be missing.

B.  

Server CPU usage will be too high.

C.  

Operating system support will be missing.

D.  

Server memory usage will be too high.

Discussion 0
Question # 13

A data scientist is preparing to brief a non-technical audience that is focused on analysis and results. During the modeling process, the data scientist produced the following artifacts:

Which of the following artifacts should the data scientist include in the briefing? (Choose two.)

Options:

A.  

Final charts and dashboards

B.  

Model selection, justification, and purpose

C.  

Code documentation

D.  

Mathematical descriptions of clustering algorithms included in the selected model

E.  

Model performance statistics (accuracy, precision, recall, F1 score, etc.)

F.  

Data dictionary

Discussion 0
Question # 14

Which of the following distributions would be best to use for hypothesis testing on a data set with 20 observations?

Options:

A.  

Power law

B.  

Normal

C.  

Uniform

D.  

Student's t-

Discussion 0
Question # 15

A data scientist trained a model for departments to share. The departments must access the model using HTTP requests. Which of the following approaches is appropriate?

Options:

A.  

Utilize distributed computing.

B.  

Deploy containers.

C.  

Create an endpoint.

D.  

Use the File Transfer Protocol.

Discussion 0
Question # 16

During EDA, a data scientist wants to look for patterns, such as linearity, in the data. Which of the following plots should the data scientist use?

Options:

A.  

Violin

B.  

Box-and-whisker

C.  

Scatter

D.  

Q-Q

Discussion 0
Question # 17

An analyst wants to show how the component pieces of a company's business units contribute to the company's overall revenue. Which of the following should the analyst use to best demonstrate this breakdown?

Options:

A.  

Box-and-whisker chart

B.  

Sankey diagram

C.  

Scatter plot matrix

D.  

Residual chart

Discussion 0
Question # 18

In a modeling project, people evaluate phrases and provide reactions as the target variable for the model. Which of the following best describes what this model is doing?

Options:

A.  

Sentiment analysis

B.  

Named-entity recognition

C.  

TF-IDF vectorization

D.  

Part-of-speech tagging

Discussion 0
Question # 19

A data scientist has constructed a model that meets the minimum performance requirements specified in the proposal for a prediction project. The data scientist thinks the model's accuracy should be improved, but the proposed deadline is approaching. Which of the following actions should the data scientist take first?

Options:

A.  

Continue collecting data.

B.  

Request additional funding.

C.  

Consult the key project stakeholder.

D.  

Test additional model specifications.

Discussion 0
Question # 20

Which of the following is best solved with graph theory?

Options:

A.  

Optical character recognition

B.  

Traveling salesman

C.  

Fraud detection

D.  

One-armed bandit

Discussion 0
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