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EMC D-DS-FN-23 Practice Test - Free Updated Demo (2025)

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EMC Dell Data Science Foundations Sample Questions (Q35-Q40):

NEW QUESTION # 35
What are good reasons to develop a naive Bayes classifier model?

A. Handles categorical variables and handles numeric variables
B. Well calibrated and easy to implement
C. Handles correlated variables and handles missing variables
D. Handles very high dimensional data and resistant to over-fitting

Answer: D

Explanation:
Naive Bayes classifiers are particularly effective for handling high-dimensional data (many features) and are resistant to overfitting. Despite the strong independence assumption, they can still perform well in many real- world scenarios, especially with large datasets and many features.

NEW QUESTION # 36
You have numeric data for more than 500 observations. You are interested in identifying linear relationships among these numeric variables.
Which R function should you employ to get the best visualization?

A. pairs()
B. rug()
C. plot(density())
D. lm()

Answer: A

NEW QUESTION # 37
Which word or phrase completes the statement; "A theater actor is to 'artistic and expressive' as a data scientist is to."?

A. Independent and intelligent
B. Communicative and collaborative
C. Logical and steadfast
D. Introverted and technical

Answer: B

NEW QUESTION # 38
What does the Receiver Operating Characteristic (ROC) curve show?

A. Relationship between p-value and true negative rate
B. Relationship between true positive rate and false positive rate
C. Relationship between p-value and true positive rate
D. Relationship between true positive rate and true negative rate

Answer: B

NEW QUESTION # 39
You have created a Linear Regression model to predict total sales based on variables M, N, P and Q as shown in the graphic. You originally expected all variables to have positive coefficients.

Which action would you take?

A. Accept all variables and begin model validation steps against holdout data
B. Accept only statistically significant variables and investigate correlated independent variables
C. Accept only positive variables and investigate potential correlation with the dependent variable
D. Accept none of the variables and investigate correlations between all variables

Answer: D

NEW QUESTION # 40
......

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