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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

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Page 1: ig Data and Hadoop Developer ertification ourse Agendacfs22.simplicdn.net/ice9/pdfs/agenda/lvc/Big Data and Hadoop-Course... · ig Data and Hadoop Developer ertification ourse Agenda

© 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

Page 2: ig Data and Hadoop Developer ertification ourse Agendacfs22.simplicdn.net/ice9/pdfs/agenda/lvc/Big Data and Hadoop-Course... · ig Data and Hadoop Developer ertification ourse Agenda

© 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

Page 3: ig Data and Hadoop Developer ertification ourse Agendacfs22.simplicdn.net/ice9/pdfs/agenda/lvc/Big Data and Hadoop-Course... · ig Data and Hadoop Developer ertification ourse Agenda

© Copyright 2015-2016, Simplilearn, All rights reserved.

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

Page 4: ig Data and Hadoop Developer ertification ourse Agendacfs22.simplicdn.net/ice9/pdfs/agenda/lvc/Big Data and Hadoop-Course... · ig Data and Hadoop Developer ertification ourse Agenda

© 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