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EMC Dell Data Science Foundations Sample Questions (Q215-Q220):

NEW QUESTION # 215
A data scientist is preparing a presentation for a meeting with the project's business sponsors. The distribution of per-sale revenue is an important finding from the analysis. The graphics illustrate four ways to plot the per-sale revenue distribution.."

Which graphic is most appropriate for the sponsor presentation?

A. Figure D
B. Figure B
C. Figure A
D. Figure C

Answer: B

NEW QUESTION # 216
Based on the exhibit, what is a likely issue with the data?

A. Mis-scaled data; indicating potential issues with data entry
B. Incomplete data; indicating potential issues with data transmission
C. No obvious concerns with the data is visible
D. Saturated data; indicating potential issues with data definitions

Answer: D

NEW QUESTION # 217
You are studying the behavior of a population, and you are provided with multidimensional data at the individual level. You have identified four specific individuals who are valuable to your study, and would like to find all users who are most similar to each individual.
Which algorithm is the most appropriate for this study?

A. Decision trees
B. K-means clustering
C. Association rules
D. Linear regression

Answer: B

NEW QUESTION # 218
When should you consider using multinomial logistic regression over binary logistic regression?

A. Dependent variable is continuous or categorical
B. Dependent variable has more than two categories
C. Dependent variable is continuous or dichotomous
D. Dependent variable is continuous only

Answer: B

Explanation:
Multinomial logistic regression should be used when the dependent variable has more than two categories (i.
e., it is categorical with more than two possible outcomes). This differs from binary logistic regression, which is used when the dependent variable is binary (i.e., has two categories).

NEW QUESTION # 219
You have been assigned to run a Logistic Regression model for 100 countries each. All data is currently stored in a PostgreSQL database.
Which tool/library should be used to produce these models with the least effort?

A. MADlib
B. RStudio
C. Mahout
D. HBase

Answer: A

NEW QUESTION # 220
......

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