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Managing Big Data with R and Hadoop 

  • Offered byFutureLearn

Managing Big Data with R and Hadoop
 at 
FutureLearn 
Overview

Duration

5 weeks

Total fee

₹11,044

Mode of learning

Online

Official Website

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Credential

Certificate

Managing Big Data with R and Hadoop
 at 
FutureLearn 
Highlights

  • Duration 5 weeks
  • Weekly study 6 hours
  • 100% online Learn at your own pace
Details Icon

Managing Big Data with R and Hadoop
 at 
FutureLearn 
Course details

Skills you will learn
ROperationsSoftware TestingLinuxHadoopStatisticsBig Data
More about this course
  • This course will give you access to a virtual environment with installations of Hadoop, R and Rstudio to get hands-on experience with big data management. Several unique examples from statistical learning and related R code for map-reduce operations will be available for testing and learning.
  • Those with basic knowledge in statistical learning and R will better understand the methods behind and how to run them in parallel using map-reduce functions and Hadoop data storage. At the end of the course you will get access to RHadoop on a supercomputer at University of Ljubljana.

Managing Big Data with R and Hadoop
 at 
FutureLearn 
Curriculum

Welcome to BIG DATA

Welcome to the course!

Setting up the software

Hands on Linux with RHadoop

Working with Hadoop

Data Management

Using AWK with Hadoop

Map and reduce

First steps in R and RHadoop

Basic data management with R

RHadoop

Four Big Data examples: basic data operations with RHadoop

Summary

Statistical learning with RHadoop: clustering

Introduction to statistical learning

Clustering analysis

Summary

Statistical learning with RHadoop: regression and classification

Linear regression

Classification

Summary

Really big data examples

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Managing Big Data with R and Hadoop
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