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E20-065 Exam Dumps - EMCDS Questions and Answers

Question # 4

What is a characteristic of stop words?

Options:

A.

Used in term frequency analysis

B.

Include words such as "a", "an", and "the"

C.

Meaningful words requiring a parser to stop and examine them

D.

Don't occur often in text

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Question # 5

Which is NOT a tenet of the Apache Pig Philosophy?

Options:

A.

It must be easily commanded

B.

Any type of data can be processed

C.

Hadoop is required

D.

Data should be processed quickly

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Question # 6

The naive Bayer classifier is trained over 1600 movie reviews and then tested over 400 reviews.

Here is the resulting confusion matrix:

190 (TP) 10(FN)

80 (FP) 120(TN)

What are the precision, recall, and the F1-score values?

Options:

A.

Precision0.95; Recall: 0704; F1-score: 0.809

B.

Precision 0.613, Recall: 0.95, F1-score: 0.745

C.

Precision 0.704, Recall: 0.95; F1-score: 0.809

D.

Precision 0.95; Recall: 0.613; F1-score: 0.745

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Question # 7

An edge has an embeddedness of 0. What is the edge most likely to be?

Options:

A.

Part of regular lattice

B.

Weak tie

C.

Part of a clique

D.

Strong tie

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Question # 8

Which Hadoop Files System shell command copies data from a local file system into HDFS?

Options:

A.

rm

B.

cp

C.

put

D.

get

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Question # 9

You are analyzing written transcripts of focus groups conducted on product X. You approach is to use TF-IDF for your analysis.

What combination of TF-IDF scores should you examine to ensure you only report on the most important terms?

Options:

A.

High TF score and high DF score

B.

High TF score and high IDF score

C.

High TF score and low IDF score

D.

Low TF score and low DF score

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Question # 10

What is an effective use of color in visualization?

Options:

A.

Use self-explanatory colors so a legend is unnecessary

B.

Maximize use of color to make a more lasting impression

C.

Use high contrast colors such as red and blue

D.

Minimize use of color except for emphasis

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Question # 11

A hotel chain runs a simul-ation on room pricing. They want to estimate revenue, per hotel, within +/- $10 with 95% confidence (Za/2=1.96). The estimated revenue standard deviation is $5000 based on previous booking data.

What is the optimal number of simulation trials to run?

    Options:

    A.

    A 32-bit operating system was used

    B.

    The same number of trials was used

    C.

    A linear congruential generator (LCG) was used (or pseudo-random number generation

    D.

    Different seeds tor the random number generator were used.

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    Question # 12

    What is a random subspace of features, as used by Random Forests?

    Options:

    A.

    A random subset of features that are chosen at each split in the decision tree

    B.

    Filtration of data that does not meet a pre-defined weighting thrsehold

    C.

    The creation of out-of-bag (OOB) data that is used to select features

    D.

    Removal of highly correlated variables to randomize the features

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    Exam Code: E20-065
    Exam Name: Advanced Analytics Specialist Exam for Data Scientists
    Last Update: Feb 22, 2025
    Questions: 66
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