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Data Analytics, ML & Prediction Using R with Hadoop

Data Analytics, ML & Prediction Using R with Hadoop

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Description

This module will give you an understanding of Big Data and the roles and responsibilities of a Data Scientist. You will learn how Hadoop and R are used in Big Data Analytics and what are the methodologies used in the Analaysis, This module will over common Big Data as well as non- Big Data problems and available methods in Data Science to solve these problems. We will also solve few real-life data sets a Data Scientist encounter in his day to day work using R and Hadoop.

COURSE DURATION :5 DAYS

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TOPICS COVERED

  • Big Data – An Overview
  • Understanding HDFS and Hadoop daemons
  • Understanding – Map-Reduce Basics
  • Setting up Hadoop Cluster
  • Hadoop EcoSystem Overview
  • HIVE
  • PIG
  • SQOOP
  • Apache Flume
  • MongoDB
  • Basic Data Manipulation using R
  • Topics in statistics and Machine Learning
  • REAL TIME CASE STUDIES

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