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EMC Dell Data Science Foundations Sample Questions (Q213-Q218):

NEW QUESTION # 213
Which functionality do regular expressions provide?

A. decreased processing complexity
B. increased numerical precision
C. underflow prevention
D. text pattern matching

Answer: D

NEW QUESTION # 214
Why do the Naïve Bayesian classifier implementations use the log of probability value rather than the pure probability value?

A. To ensure the conditional independence of attribute values
B. To obtain a more accurate estimate of the probabilities without the need for a Laplace smoothing
C. To avoid numerical underflow errors in high dimensional problems
D. To invalidate the variables that are continuous

Answer: C

NEW QUESTION # 215
In the Map Reduce framework, what is the purpose of the Reduce function?

A. It aggregates the results of the Map function and generates processed output
B. It breaks the input into smaller components and distributes to other nodes in the cluster
C. It writes the output of the Map function to storage
D. It distributes the input to multiple nodes for processing

Answer: A

NEW QUESTION # 216
Refer to the exhibit.

The exhibit shows four graphs labeled as Fig A thorough Fig D.
Which figure represents the entropy function relative to a Boolean classification and is represented by the formula shown in Exhibit?

A. Fig-D
B. Fig-C
C. Fig-A
D. Fig-B

Answer: C

NEW QUESTION # 217
Which chart type is the most effective way to show trends over time?

A. Line Chart
B. Histogram
C. Bar Chart
D. Stacked Bar Chart

Answer: A

NEW QUESTION # 218
......

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