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Total 19 questions
Exam Code: E20-065                Update: Oct 31, 2025
Exam Name: Advanced Analytics Specialist Exam for Data Scientists

EMC Advanced Analytics Specialist Exam for Data Scientists E20-065 Exam Dumps: Updated Questions & Answers (October 2025)

Question # 1

Which library is NOT part of the Apache Spark distribution?

A.

MLib

B.

NLTK

C.

GraphX

D.

Spark SQL

Question # 2

What is a characteristic of lemmatization?

A.

Can be performed by calling the synset () function on a lemma in LNTK

B.

Can be performed by calling the lemma() function on a synset in LNTK

C.

Reduces words of variant forms to their base forms based on a set of heuristics

D.

Reduces words of variant forms to their base forms based on a dictionary

Question # 3

Which problem type is best suited for simulation?

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

Question # 4

You conduct a TFIDF analysis on 3 documents containing raw text and derive TFIDF ("data", document y) = 1.908. You know that the term "data” only appears in document 2.

What is the TF of “data" in document 2?

A.

2 based on the following reasoning:

TFIDF = TF1DF = 1 908

You then know that IDF will equal LOG (32)=0.954

Therefore, TFIDF=TF*0.954 = 1.908

TF will then round to 2

B.

4 based on the following reasoning:

TFIDF = TF1DF = 1.908

You then know that IDF will equal LOG (3/1 )=0.477

Therefore, TFIDF=TF'0 477 = 1.908

TF will then round to 4

C.

6 based on the following reasoning:

TFIDF = TF1DF = 1.908

You then know that IDF will equal 3/1=3

Therefore, TFIDF=TF/3 = 1.908

TF will then round to 6

D.

11 based on the following reasoning:

TFIDF = TF1DF = 1908

You then know that IDF will equal LOG(3/2)=0.176

Therefore, TFIDF=TF"0.176 = 1.908

TF will then round to 11

Question # 5

Which graph structure would best model the relationship between job seekers and employers?

A.

Bipartite

B.

Weighted

C.

Directed acyclic

D.

Ranked

Question # 6

In the graph, which edge would be considered a weak lie?

Refer to the exhibit.

A.

C-E

B.

E-F

C.

B-C

D.

G-l

Question # 7

What is an ideal use case for HDFS?

A.

Storing files that are updated frequently

B.

Storing files that are written once and read many times

C.

Storing results between Map steps and Reduce steps

D.

Storing application files in memory

Question # 8

What elements are needed to determine the time complexity of finding all the cliques of size k in social network analysis?

A.

Eigenvector centrality and betwenness

B.

Clique size and total number of nodes in the network

C.

Number of edges in the network and centrality measure of the cliques

D.

Clique size and betweenness centrality

Question # 9

After a client submits a job request to the YARN ResourceManager, what happens next?

A.

The scheduler allocates a container to run an ApplicationMaster

B.

The ResourceManager allocates containers to run map and reduce tasks

C.

The Resource Manager requests load data from the NodeManagers

D.

The ApplicationManager starts an ApplicationMaster

Question # 10

Consider the two sentences below.

    I mailed my credit card application to the bank

    We walked along the river bank until we came to a waterwheel

What type of NLP ambiguity might occur when interpreting the word "bank"?

A.

Discourse

B.

Syntactic

C.

Semantic

D.

Acoustic

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Total 19 questions

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