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EMC Dell Data Scientist and Big Data Analytics Foundations 2023 Sample Questions (Q142-Q147):

NEW QUESTION # 142
Refer to the exhibit.

In the exhibit, the x-axis represents the derived probability of a borrower defaulting on a loan. Also in the exhibit, the pink represents borrowers that are known to have not defaulted on their loan, and the blue represents borrowers that are known to have defaulted on their loan.
Which analytical method could produce the probabilities needed to build this exhibit?

• A. Association Rules
• B. Logistic Regression
• C. Discriminant Analysis
• D. Linear Regression

Answer: B

 

NEW QUESTION # 143
Refer to the exhibit.

You are using k-means clustering to discover groupings within a data set. You plot within- sum-of-squares (wss) of multiple cluster sizes.
Based on the exhibit, how many clusters should you use in your analysis?

• A. 0
• B. 1
• C. 2
• D. 3

Answer: B

 

NEW QUESTION # 144
You have been assigned to run a linear regression model for each of 5, 000 distinct districts, and all the data is currently stored in a PostgreSQL database.
Which tool/library would you use to produce these models with the least effort?

• A. MADlib
• B. Mahout
• C. R
• D. HBase

Answer: A

 

NEW QUESTION # 145
Refer to the exhibit.

Click on the calculator icon in the upper left corner.
You are given a list of predefined association rules:
A) RENTER => BAD CREDIT
B) RENTER => GOOD CREDIT
C) HOME OWNER => BAD CREDIT
D) HOME OWNER => GOOD CREDIT
E) FREE HOUSING => BAD CREDIT
F) FREE HOUSING => GOOD CREDIT
For your next analysis, you must limit your dataset based on rules with confidence greater than 60%.
Which of the rules will be kept in the analysis?

• A. Rules B and D
• B. Rules C and E
• C. Rules D and E
• D. Rules A and F

Answer: A

 

NEW QUESTION # 146
What requests resources from YARN during a MapReduce job?

• A. DataNodes
• B. Map and reduce tasks
• C. ApplicationMaster
• D. ApplicationsManager

Answer: C

 

NEW QUESTION # 147
......

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