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Pass Guaranteed Quiz 2025 D-DS-FN-23: Dell Data Science Foundations Latest New Test Materials

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EMC Dell Data Science Foundations Sample Questions (Q69-Q74):

NEW QUESTION # 69
Refer to the Exhibit.

In the Exhibit, the table shows the values for the input Boolean attributes "A", "B", and "C". It also shows the values for the output attribute "class".
Which decision tree is valid for the data?

• A. Tree D
• B. Tree B
• C. Tree C
• D. Tree A

Answer: B

NEW QUESTION # 70
What are the two data categories that represent qualitative data?

• A. Ordinal and interval
• B. Ratio and interval
• C. Nominal and ratio
• D. Nominal and ordinal

Answer: D

Explanation:
Qualitative data represents non-numeric categories. Nominal data consists of named categories without any order, while ordinal data includes categories with a meaningful order but without consistent intervals between them.

NEW QUESTION # 71
Executives want to determine whether a change in a shopping rewards program has been effective in getting customers to increase their spending. Which approach could be used to determine if a significant shift in spending has occurred?

• A. Hypothesis testing
• B. Sample variance
• C. Naive
• D. K-means clustering

Answer: A

Explanation:
Hypothesis testing is the appropriate approach to determine whether a significant shift in spending has occurred. By comparing pre- and post-program spending, hypothesis testing can assess if the observed changes are statistically significant.

NEW QUESTION # 72
Which R data structure allows elements to have different data types?

• A. Matrix
• B. Vector
• C. List
• D. Array

Answer: C

NEW QUESTION # 73
What is a distinct property of Logistic Regression compared with Linear Regression?

• A. Logistic Regression returns probability estimates of an event
• B. Logistic Regression works well with discrete variables that have many distinct values
• C. Logistic Regression is robust with redundant or correlated variables
• D. Logistic Regression handles missing values well

Answer: A

NEW QUESTION # 74
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