Hadoop

MapReduce, HDFS, Spark, Flink, Hive, HBase, MongoDB, Cassandra, Kafka and more

500+ Students Enrolled
4.4 Rating (325) Ratings

What You'll Learn

  • Learn Design distributed systems that manage "big data" using Hadoop and related technologies.
  • Learn Use HDFS and MapReduce for storing and analyzing data at scale.
  • Learn Analyze relational data using Hive and MySQL
  • Learn Analyze non-relational data using HBase, Cassandra, and MongoDB.
  • Learn Understand how Hadoop clusters are managed by YARN, Tez, Mesos, Zookeeper, Zeppelin, Hue, and Oozie.
  • Learn Publish data to your Hadoop cluster using Kafka, Sqoop, and Flume

Course Content

  • Hadoop is an Apache open source framework written in java that allows distributed processing of large datasets across clusters of computers using simple programming models. The Hadoop framework application works in an environment that provides distributed storage and computation across clusters of computers.
  • Introduction to Pig
  • Introduction to Hive
  • Introduction to HBase
  • Other eco system Map
  • 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
  • Writing Basic MapReduce Program In java
  • Understanding the MapReduce Internal Components
  • Hbase MapReduce Program
  • Hive Overview
  • Working with Hive
  • Pig 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
  • Choosing Hardware For Hadoop Cluster nodes
  • Apache Hadoop Installation
  • Standalone Mode
  • Pseudo Distributed Mode
  • Zookeeper Installation
  • Hbase Installation
  • Hive Installation
  • Sqoop Installation
  • Pig Installation
  • Installing Mahout
  • Monitoring Hadoop Cluster with Ganglia
  • Monitoring Hadoop Cluster with Nagios
  • Monitoring Hadoop Cluster with JMX
  • Sqoop Installation
  • Pig Installation
  • Installing Mahout
Web Development

  This Course includes

  Tutorials

  Articles, Videos

  Full Time Lectures

  Real Scenarios

  Project Work

  Certification of Completion

Related Courses