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DY0-001 Practice Questions

CompTIA DataX Exam

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Total Questions : 85

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Question # 21

Which of the following image data augmentation techniques allows a data scientist to increase the size of a data set?

Options:

A.  

Clipping

B.  

Cropping

C.  

Masking

D.  

Scaling

Discussion 0
Question # 22

A data scientist needs to analyze a company's chemical businesses and is using the master database of the conglomerate company. Nothing in the data differentiates the data observations for the different businesses. Which of the following is the most efficient way to identify the chemical businesses' observations?

Options:

A.  

Ingest the data from all of the hard drives and perform exploratory data analysis to identify which business is responsible for chemical operations.

B.  

Perform analysis on all of the data and create a summary report on the results relevant to chemical operations.

C.  

Consult with the business team to identify which sites are responsible for chemical operations and ingest only the relevant data for analysis.

D.  

Ingest data from the hard drive containing the most data and present sample results on the chemical operations.

Discussion 0
Question # 23

Given a logistics problem with multiple constraints (fuel, capacity, speed), which of the following is the most likely optimization technique a data scientist would apply?

Options:

A.  

Constrained

B.  

Unconstrained

C.  

Non-iterative

D.  

Iterative

Discussion 0
Question # 24

A data scientist has built an image recognition model that distinguishes cars from trucks. The data scientist now wants to measure the rate at which the model correctly identifies a car as a car versus when it misidentifies a truck as a car. Which of the following would best convey this information?

Options:

A.  

Confusion matrix

B.  

AUC/ROC curve

C.  

Box plot

D.  

Correlation plot

Discussion 0
Question # 25

Which of the following techniques enables automation and iteration of code releases?

Options:

A.  

Virtualization

B.  

Markdown

C.  

Code isolation

D.  

CI/CD

Discussion 0
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