Learn How to Analyse Big Data in Hadoop with R Analytic Tool
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Learn How to Analyse Big Data in Hadoop with R Analytic Tool

Analyse Big Data present in Hadoop Framework with R Analytic Tool. Become a master of Hadoop Analysis with R Tool
3.8 (7 ratings)
Instead of using a simple lifetime average, Udemy calculates a course's star rating by considering a number of different factors such as the number of ratings, the age of ratings, and the likelihood of fraudulent ratings.
87 students enrolled
Created by Easylearning guru
Last updated 3/2016
English
Current price: $10 Original price: $30 Discount: 67% off
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Includes:
  • 4 hours on-demand video
  • 2 Articles
  • 18 Supplemental Resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
What Will I Learn?
  • Integration of R, RStudio with Hadoop Components on CDH 5.x
  • Learn Different ways to integrate R with Hadoop
  • Run MapReduce application using RHadoop Packages
  • Import/Export data using HDFS
  • Have in-depth Knowledge of Column-Oriented Database (HBase)
  • Analyze data using Hadoop streaming in R
  • Learn techniques to write your own Mapper and Reducer in R and execute them on Hadoop
  • Perform Stock Market Data Analysis using RHadoop Packages
View Curriculum
Requirements
  • Prior knowledge of R Programming
  • Basic knowledge of database is required
  • Prior Knowledge of Apache Hadoop is required
  • Knowledge of Linux OS will help you to install and Configure R package in Hadoop Cluster
Description

This course will cover the whole data life cycle ranging from Data Acquisition and Data Storage using R-Hadoop concepts. Students, at the end of this training, will be technically competent in the basics and the fundamental concepts of R with Hadoop such as:

    • Understand most common way to link R and Hadoop by introducing three packages rmr, rhdfs and rhbase
    • Work with Hadoop Mappers and Reducers to analyze data using R.
    • Understand typical concepts such as RHIVE and  Hadoop streaming along with practical implementation.
    • Working on stock Market Data with the help of case study.
    • This course contains lectures as videos along with the hands-on implementation of the concepts, additional assignments, and Installation Files are also provided in the last section for your self-practice, working files are provided along with the first lecture.
Who is the target audience?
  • Developers aspiring to be a 'Data Scientist'
  • Analytics Managers who are leading a team of analysts
  • Business Analysts
  • 'R' professionals who want to captivate and analyze Big Data
  • Hadoop Professionals
  • Analysts wanting to understand Data Science methodologies
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Curriculum For This Course
33 Lectures
04:11:47
+
Introduction
4 Lectures 07:20
+
Get ready to use R and Hadoop
2 Lectures 06:25
+
RHDFS and RMR
7 Lectures 01:16:54
2.1 Focus on HDFS
06:29

2.2 Working with HDFS
05:59

2.3 Rhdfs Function
03:34

2.4 Working with Rhdfs
27:20

2.5 Overview of rmr
03:45

2.6 Write MapReduce jobs using rmr-I
14:35

2.7 Write MapReduce jobs using rmr-II
15:12
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RHBASE
5 Lectures 49:53
3.1 Introduction to HBase
11:27

3.2 Getting Started with HBase Shell
11:26

3.3 Working with HBase Shell
12:50

3.4 Introduction to Rhbase
03:02

3.5 Working with Rhbase
11:08
+
Hadoop Streaming using R
7 Lectures 54:46
4.1 Introduction to Hadoop Streaming
03:01

4.2 Hadoop Streaming Commands
04:43

4.3 Stock Market Data analysis Using Hadoop Streaming-I
12:46

4.4 Stock Market Data analysis Using Hadoop Streaming-II
19:55

4.5 Monitoring MapReduce Job
02:45

4.6 Exploring HadoopStreaming R Package
02:57

4.7 Implement HadoopStreaming of R package Function
08:39
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RHIVE
8 Lectures 56:28
5.1 Introduction to HIVE
08:31

5.2 Hive Commands
14:04

5.3 Working with HIVE commands
04:48

5.4 RHive Overview
06:04

5.5 Getting started with HiveServer
05:14

5.6 Integrate R to Hive using Hdfs
06:10

5.7 Working with RHive
11:34

Assignment and Quiz
00:03
About the Instructor
Easylearning guru
3.1 Average rating
252 Reviews
2,428 Students
12 Courses
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Easylearning guru is a leading provider of professional certification courses. We offers training from best experts in the industry to meet the unique learning needs. We are the pioneer's in online education and training, and aims to offer our professionals flexible & an integrated model of training to meet their needs & requirements.