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Free Dell Data Science Foundations Practice Questions

Question # 11

You have the data from a popular e-commerce website. You are exploring the time spent (in seconds) on the website by 100,000 customers across 14 different product categories.

What visualization can be used to represent the relationship between time spent and product category?

Options:

A.  

Rug plot

B.  

Scatter plot

C.  

Box and whisker plot

D.  

Hexbin plot

Discussion 0
Question # 12

In time series analysis, what statement describes a MA(q) process?

Options:

A.  

Current deviation from the time series mean depends on the q previous deviations

B.  

Current deviation from the time series mean depends on the quotient q

C.  

Current time series value depends on the q previous values

D.  

Current time series value depends on the fitted polynomial of order q

Discussion 0
Question # 13

A logistic regression model is built to determine the probability of a credit card borrower defaulting on a credit loan. A threshold value of 0.3 is selected. Which statement can be used to predict a borrower will default?

Options:

A.  

If probability > 0.1, then predict the borrower will default

B.  

If probability < 0.1, then predict the borrower will default

C.  

If probability > 0.3, then predict the borrower will default

D.  

If probability < 0.3, then predict the borrower will default

Discussion 0
Question # 14

What data asset is an example of quasi-structured data?

Options:

A.  

Excel file

B.  

Clickstream data

C.  

Relational database table

D.  

Comma-separated value file

Discussion 0
Question # 15

What action occurs during feature selection in the model building phase of the data analytics lifecycle?

Options:

A.  

Create new combinations of attributes

B.  

Overfit the model to improve prediction accuracy

C.  

Identify the most useful input variables

D.  

Select a superset of variables to shorten training times

Discussion 0
Question # 16

What metrics are used to help calculate relevance in text analysis?

Options:

A.  

TF and R square

B.  

IDF and information gain

C.  

Information gain and confidence interval

D.  

TF and IDF

Discussion 0
Question # 17

What is a key consideration when preparing a presentation intended for analysts?

Options:

A.  

Describe how to implement the model

B.  

Provide talking points to promote or evangelize the project

C.  

Emphasize the business benefits of implementing the model

D.  

Focus on clean simple-to-understand visuals

Discussion 0

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