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Advanced Methods in Data Science and Big Data Analytics

 
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Advanced Methods in Data Science and Big Data Analytics

Key Features

  • Learn from anywhere in the world. Connect with an Instructor in real time.
  • Attend Live Class from a PC or Mobile.
  • Ask questions from an Instructor in real time over voice & chat.
  • Includes Certificate of Completion.
  • Official Exam & Certification Assitance.
  • Get 30 Days free after class support.

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Course Description

About the Course

This course builds on skills developed in the Data Science and Big Data Analytics  course. The main focus areas cover Hadoop (including Pig, Hive, and HBase), natural language processing, social network analysis, simulation, random forests, multinomial logistic regression, and data visualization. With a technology-neutral approach, this course utilizes several open-source tools to address big data challenges.

Course Curriculum

Course # : 96865
Exam : Advanced Methods in Data Science and Big Data Analytics

Advanced Methods in Data Science and Big Data Analytics

Objectives

  • MapReduce functionality
  • NoSQL databases and Hadoop Ecosystem tools for analyzing large-scale, unstructured data sets
  • Natural language processing, social network analysis, and data visualization concepts
  • Use advanced quantitative methods, and apply one of them in a Hadoop environment
  • Apply advanced techniques to real-world datasets in a final lab

Target Audience

  • Aspiring data scientists
  • Data analysts that have completed the associate level Data Science and Big Data Analytics course
  • Computer scientists wanting to learn MapReduce and methods for analyzing unstructured data such as text.

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