1 Day workshop in Big Data Hadoop on 23 March 2016

1 Day workshop in Big Data Hadoop on 23 March 2016

 

About The Event

Workshop Content:

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

  • HDFS – Hadoop Distributed File System

  • Name Nodes and Data Nodes

Map Reduce Anatomy

  • How Map Reduce Works?

  • The Mapper & Reducer, Input Formats & Output Formats, Data Type & Customer Writable

Introduction to R

• History of R

• An Insight into R

• Data Structure and Data Type

Data Management and Data Cleaning

• Missing Value Treatment

• Outlier Treatment

• Sorting Datasets

• Merging Datasets

• Creating new variables

• Binning variables

• Reading datasets from other environments into R ( importing )

• Writing datasets from R environment to other environments (exporting )

Data Visualization in R

• Bar Chart

• Dot Plot

• Scatter Plot ( 3D )

• Spinning Scatter Plots

• Pie Chart

• Histogram ( 3D ) [including colourful ones ]

• Overlapping Histograms

• Boxplot

• Plotting with Base and Lattice Graphics

• Plotting and Colouring

• Geo Charts

• Motion Charts

Using functions in R

• Sapply function

• Apply function

• Tapply function

Basic statistics in R

• Summarizing data

• Measures of Central Tendency

• Measures of Variability and Distributions

• Hypothesis Testing

• Performing Anova ( One – Way and Two – Way )

 

Conducted by : HT India Labs

Venue: Sona College of Technology, Salem

Date: 23rd March, 2016

For details Contact: 

Sheriff          +91-88706-70270

Naren           +91-85085-06730

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