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© Copyright 2015-2016, Simplilearn, All rights reserved.
Big Data and Hadoop Developer Certification Course Agenda
Lesson 1: Introduction to Big Data and Hadoop
Data explosion and the need for Big Data
Concept of Big Data
Basics of Hadoop
History and milestones of Hadoop
How to use Oracle Virtual Box to open a VM
Lesson 2: Hadoop Architecture
Use of Hadoop in commodity hardware
Various configurations and services of Hadoop
Difference between a regular and a Hadoop Distributed File System
HDFS architecture
Case Study
Lesson 3: Hadoop Deployment
Steps to install Ubuntu Server 14.04 for Hadoop
Steps involved in single and multi-node Hadoop installation on Ubuntu server
Steps to perform clustering of the Hadoop environment
Case Study
© Copyright 2015-2016, Simplilearn, All rights reserved.
Lesson 4: Introduction to YARN and MapReduce
YARN architecture
Different components of YARN
Concepts of MapReduce
Steps to install Hadoop in Ubuntu machine
Roles of user and system
Case Study
Lesson 5: Advanced HDFS and MapReduce
Advanced HDFS and related concepts
Steps to decommission a DataNode
Advanced MapReduce concepts
Various joins in MapReduce
Case Study
Lesson 6: Pig
Concepts of Pig
Installation of a Pig engine
Prerequisites for the preparation of the environment for Pig Latin
Case Study
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Lesson 7: Hive
Hive and its importance
Hive architecture and its components
Steps to install and configure Hive
Basics of Hive programming
Case Study
Lesson 8: HBase
HBase architecture
HBase data model
Steps to install HBase
How to insert data and query data from HBase
Case Study
Lesson 9: Commercial Distribution of Hadoop
Major commercial distributions of Hadoop
Cloudera Quickstart Virtual Machine or VM
Hue interface
Cloudera Manager interface
Lesson 10: ZooKeeper, Sqoop, and Flume
ZooKeeper and its role
Challenges faced in distributed processing
© Copyright 2015-2016, Simplilearn, All rights reserved.
Install and configure ZooKeeper
Concept of Sqoop
Configure Sqoop
Concept of Flume
Configure and run Flume
Case Studies
Lesson 11: Ecosystem and its Components
Hadoop ecosystem structure
Different components and their roles in the ecosystem
Case Study
Lesson 12: Hadoop Administration, Troubleshooting, and Security
Command used in Hadoop programming
Different configurations of Hadoop cluster
Different parameters for performance monitoring and tuning
Configuration of security parameters in Hadoop
Case Study
For information on the course, visit: http://www.simplilearn.com/big-data-and-analytics/big-data-and-hadoop-training