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E20-065 test Format | E20-065 Course Contents | E20-065 Course Outline | E20-065 test Syllabus | E20-065 test Objectives

Overview


This test is a qualifying test for the Specialist - Data Scientist, Advanced

Analytics (DCS-DS) track.


This test 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 questions to assess your knowledge in

preparation for the exam. practice questions 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 test 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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