BIGDATA/HADOOP Course

Introduction to Hadoop

  • Hadoop Distributed File System
  • Hadoop Architecture
  • MapReduce & HDFS
  • Hadoop Eco Systems
  • Introduction to Pig
  • Introduction to Hive
  • Introduction to HBase
  • Other ecosystem Map

Hadoop Developer

  • Moving the Data into Hadoop
  • Moving The Data out from Hadoop
  • Reading and Writing the files in HDFS using java program
  • The Hadoop Java API for MapReduce
  • Mapper Class
  • Reducer Class
  • Driver Class
  • Writing Basic MapReduce Program In Java
  • Understanding the MapReduce Internal Components
  • HBase MapReduce Program

Hive Overview

  • Working with Hive
  • Pig Overview
  • Working with Pig
  • Sqoop Overview
  • Moving the Data from RDBMS to Hadoop
  • Moving the Data from RDBMS to Hbase
  • Moving the Data from RDBMS to Hive
  • Flume Overview
  • Moving The Data from Web server Into Hadoop
  • Real Time Example in Hadoop
  • Apache Log viewer Analysis
  • Market Basket Algorithms

Big Data Overview

  • Introduction In Hadoop and Hadoop Related Eco System.
  • Choosing Hardware For Hadoop Cluster Nodes
  • Apache Hadoop Installation
  • Standalone Mode
  • Pseudo-Distributed Mode
  • Fully Distributed Mode

Installing Hadoop Eco System and Integrate With Hadoop

  • Zookeeper Installation
  • Hbase Installation
  • Hive Installation
  • Pig Installation
  • Sqoop Installation
  • Installing Mahout
  • Horton Works Installation
  • Cloudera Installation

Hadoop Commands usage

  • Import the data in HDFS
  • Sample Hadoop Examples (Word count program and Population problem)
  • Monitoring The Hadoop Cluster
  • Monitoring Hadoop Cluster with Ganglia
  • Monitoring Hadoop Cluster with Nagios
  • Monitoring Hadoop Cluster with JMX
  • Hadoop Configuration Management Tool
  • Hadoop Benchmarking