Best Big Data Analytics Training institute in Chennai

Best Big Data Analytics Training institute in Chennai

 

  • Best Big Data analytics Training institute in Chennai

    Introduction to Big Data analytics Training institute in Chennai

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  • Best Big Data Analytics Training institute in Chennai with Certification

    Best Big Data Analytics Training institute in Chennai with Certification

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About The Event

Big Data Analytics Training in Chennai

 

 

What is Big Data Analytics?

Big Data Analytics deal with Information aspects of data – which is voluminous, of multiple variety and which is getting generated aggressively. We can compare it to Arctic Ice. The data that is utilized in business systems is like the arctic ice that is seen is above the surface which is very small compared to what is below.

 

 

Career Path for Big Data Analyst

Big data space is expected to provide accelerated career growth. While the growth path is emerging one can make an entry into the field as Junior Big Data Analyst and graduate to become Senior Big Data Analyst. This position provides a platform to become Big Data Scientist as well based on aspiration and background of individuals.

 

 

Big Data Analytics Training in Chennai  Course Contents

 

What is Big Data & Why Hadoop?

  • Big Data Characteristics, Challenges with traditional system

 

 

Hadoop Overview &it’s Ecosystem

  • “Anatomy of Hadoop Cluster, Installing and Configuring Hadoop
  • Hands-On Exercise”

 

 

HDFS – Hadoop Distributed File System

  • “Name Nodes and Data Nodes
  • Hands-On Exercise”

 

 

Map Reduce Anatomy

  • “How Map Reduce Works?
  • The Mapper & Reducer, Input Formats & Output Formats, Data Type & Customer Writable”

 

 

Developing MapReduce Program

  • Setting up Eclipse Development Environment, Creating Map Reduce Projects,Debugging and Unit Testing MapReduce Code, Testing with MRUnit

 

 

Hive, pig & Mahout

  • Hands-On Exercise

 

 

R and Hadoop Overview

  • “Introduction to R tool
  • R and Hadoop Integration
  • Hadoop Streaming using R
  • RHadoop Overview
  • RHive Overview”

 

 

Getting Data into the R environment

  • “Builtin data
  • Reading local data
  • Web data”

 

 

Overview of Statistics in R

  • “Introduction to R Graphics Model notation”

 

 

Descriptive statistics

  • “Continuous data
  • Scatter plot
  • Box plot
  • Categorical data
  • Mosaic plot
  • Correlation”

 

 

Inferential statistics

  • “T-test and non-parametric equivalents
  • Chi-squared test, logistic regression
  • Distribution testing
  • Power testing”

 

 

 

Linear Regression

  • “Linear models
  • Regression plots
  • ANOV”

 

 

 

Other Topics

  • Classification
  • “Clustering
  • Time series
  • Dimensionality reduction
  • Machine Learning”

 

 

Object Oriented R

  • “Generic functions
  • S3/S4 classes”

 

 

Installing Packages

  • “Finding resources
  • Installing resources”

 

 

More about Graphics

  • “Labels
  • Exporting graphics”

 

 

Sophisticated Graphics in R

  • “Lattice
  • GGplot2
  • Interactive graphics
  • Animated GIF
  • rGGobi”

 

 

R for Mapping and GIS

  • “Layers
  • Choropleth maps”

 

 

Big Data Analytics Training in Chennai Classroom / Online , Chennai, India

 

info@bigdatatraining.in

 

http://www.bigdatatraining.in/contact/

 

Call – +91 97899 68765 / 044 – 42645495