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E20-065 Advanced Analytics Specialist Exam for Data Scientists is now Stable and With Pass Result | Test Your Knowledge for Free

E20-065 Practice Questions

Advanced Analytics Specialist Exam for Data Scientists

Last Update 1 day ago
Total Questions : 66

Dive into our fully updated and stable E20-065 practice test platform, featuring all the latest EMCDS exam questions added this week. Our preparation tool is more than just a EMC study aid; it's a strategic advantage.

Our EMCDS practice questions crafted to reflect the domains and difficulty of the actual exam. The detailed rationales explain the 'why' behind each answer, reinforcing key concepts about E20-065. Use this test to pinpoint which areas you need to focus your study on.

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Question # 1

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

Discussion 0
Question # 2

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

Discussion 0
Question # 3

What is the maximum number of edges in an undirected graph of 10 nodes?

Options:

A.  

45

B.  

90

C.  

100

D.  

9

Discussion 0
Question # 4

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

Discussion 0
Question # 5

Which problem type is best suited for simulation?

Options:

A.  

One with a few. non-random input variables

B.  

One that has a closed-form solution

C.  

One with numerous, non-random Input-variables

D.  

One that compares "what-if scenarios

Discussion 0
Question # 6

What do lemmatization and stemming have in common?

Options:

A.  

Use WordNet

B.  

Remove common words in a natural language

C.  

Reduce the high dimensionality in text

D.  

Use a set of heuristics

Discussion 0
Question # 7

What runs more efficiently because of Apache Tez?

Options:

A.  

Pig and Hive

B.  

Hive and HBase

C.  

Yarn and Spark

D.  

All MapReduce jobs

Discussion 0
Question # 8

How is the relative value of a node visualized in a sunburst?

Options:

A.  

Color

B.  

Area

C.  

Gradient

D.  

Position

Discussion 0
Question # 9

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

Discussion 0
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