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Overview

This exam is a qualifying exam for the Specialist - Data Scientist, Advanced
Analytics (DCS-DS) track.

This exam focuses on MapReduce, the Hadoop Ecosystem, NoSQL, Natural
Language Processing, Social Network Analysis, Data Science Theory and Methods,
and Data Visualization.

Dell Technolgies provides free practice tests to assess your knowledge in
preparation for the exam. Practice tests allow you to become familiar with the
topics and question types you will find on the proctored exam. Your results on a
practice test offer one indication of how prepared you are for the proctored exam
and can highlight topics on which you need to study and train further. A passing
score on the practice test does not guarantee a passing score on the certification
exam.



Topics likely to be covered on this exam include:

MapReduce (15%)

• MapReduce framework and its implementation in Hadoop

• Hadoop Distributed File System (HDFS)

• Yet Another Resource Negotiator (YARN)

Hadoop Ecosystem and NoSQL (15%)

• Pig

• Hive

• NoSQL

• HBase

• Sparkv
Natural Language Processing (NLP) (20%)

• NLP and the four main categories of ambiguity

• Text Preprocessing

• Language Modeling

Social Network Analysis (SNA) (23%)

• SNA and Graph Theory

• Communities

• Network Problems and SNA Tools

Data Science Theory and Methods (15%)

• Simulation

• Random Forests

• Multinomial Logistic Regression and Maximum Entropy

Data Visualization (12%)

• Perception and Visualization

Visualization of Multivariate Data

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