About Big Data Hadoop :

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We Provide Bigdata training Online and in classroom Bigdata  training in bangalore with 60% theory and 40% hands on,Practice ,Assignment.We provide both online and classroom Bigdata training.

Course Descriptions:

Introduction

  • What is Big Data
  • Dimensions of Big Data
  • Big Data in Advertising
  • Big Data in Banking
  • Big Data in Telecom
  • Big Data in eCommerce
  • Big Data in Healthcare
  • Big Data in Defense
  • Processing options of Big Data
  • Hadoop as an option

Hadoop

  • What is Hadoop
  • How Hadoop 1.0 Works
  • How Hadoop 2.0 Works
  • HDFS
  • MapReduce
  • What is YARN
  • How YARN Works
  • Advantages of YARN
  • How Hadoop has an edge

Hadoop Ecosystem

  • Sqoop
  • Oozie
  • Pig
  • Hive
  • Flume

Hadoop Hands On

  • Running HDFS commands
  • Running your MapReduce program on Hadoop 1.0
  • Running your MapReduce Program on Hadoop 2.0
  • Running Sqoop Import and Sqoop Export
  • Creating Hive tables directly from Sqoop
  • Creating Hive tables
  • Querying Hive tables

Evaluation Test Bonus

  • Setting up Hadoop 1.0 on a single node cluster manual
  • Setting up Hadoop 2.0 on a single node setup manual
  • Multi node setup walkthrough manual

Advanced Map Reduce

  • MapReduce Code Walkthrough
  • ToolRunner
  • MR Unit
  • Distributed Cache
  • Combiner
  • Partitioner
  • Setup and Cleanup methods
  • Using Java API to access HDFS

Joins Using MapReduce

  • Map Side joins
  • Reduce side joins

Custom Types

  • Input Types in MapReduce
  • Output Types in MapReduce
  • Custom Input Data types
  • Custom Input Data types
  • Custom Output Data types
  • Multiple Reducer MR program
  • Zero Reducer Mapper Program

Advanced MapReduce Hands On

  • MR Unit hands on
  • Distributed Cache hands on
  • Partitioner hands on
  • Combiner hands on
  • Accessing files using HDFS API hands on
  • Map Side joins hands on
  • Reduce side joins hands on

MapReduce Design Patterns

  • Searching
  • Sorting
  • Filtering
  • Inverted Index
  • TF-IDF
  • Word Co-occurrence

MapReduce Design Patterns Hands On

  • Distributed Grep
  • Bloom Filters
  • Average Calculation
  • Standard Deviation
  • MapSide joins
  • Reduce Side joins

Pig

  • Pig Hands On
  • Advanced Processing Using Pig
  • Simple processing using Pig
  • How Pig Works
  • What is Pig

Hive

  • What is Hive
  • How Hive Works
  • Simple processing using Hive
  • Advanced processing using Hive
  • Hive hands-on

Oozie

  • Oozie hands-on
  • How Oozie Works
  • What is Oozie

Impala

  • Impala hands-on
  • Impala’s shortcomings
  • Where Impala is better than Hive
  • How Impala Works
  • What is Impala

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