This document outlines the topics and exercises covered in a Hadoop and Amazon Web Service-Map Reduce Complete Training course. The course covers: 1) an introduction to Hadoop and its architecture; 2) HDFS and MapReduce programming; 3) Hadoop Streaming and Amazon MapReduce; 4) the Hadoop ecosystem including Hive, Pig, HBase, Sqoop, Flume, and Oozie; 5) Hadoop deployment, administration, and cluster configuration; 6) business cases for using and not using Hadoop; 7) Hadoop and cloud computing on AWS; and 8) certification exam preparation. Hands-on exercises include Hadoop VM setup, HDFS data loading/unloading, AWS MapReduce

1. Hadoop and Amazon Web Service-Map Reduce Complete Training course details:
Exercises:
Hadoop Virtual Machine Setup
Configuring Hadoop in Single Cluster.
Loading/UnLoading Data in Distributed HDFS System.
Amazon Map Reduce based Hadoop setup - Multi Cluster Mode.
Process and Metrics Analysis for Hadoop Output.
Apache Pig Installation and script execution.
NOSQL Data setup and Integration with Hadoop.
HiveQL commands and scripts .
HBASE Map Reduce examples.
Many more examples and exercises /assignments
1. Introduction to HADOOP
Distributed computing , cloud computing
Big data Basics and Need for Parallel Processing
How Hadoopworks ?
Introduction to HDFS and Map Reduce
2. Hadoop Architecture Details
Name Node
Data Node
Secondary Name Node
Job Tracker
Task Tracker
3. HDFS ( Hadoop - Distributed File System)
Hadoop Distributed file system , Background, GFS
Data Replication
Data Storage
Data Retrieval
Additional HDFS commands
4) MapReduce Programming
MapReduce, Background
Writing MapReduce Programs
Writable and WritableComparable
Input Format, Output Format
Input Split and Block size
Combiner
Partitioner
Number of Mappers and Reducers
Counters
5) Hadoop Streaming
How Streaming Works ?
Writing MapReduce programs in other languages

2. 6) Introduction to Amazon Map Reduce (AMR)
MapReduce using Cloud
AWS MapReduce and EC2
AWS-MR Architecture.
Multipl Cluster Deployment using AWS-S3
7) Hadoop Ecosystem and Other Related Projects
Hive
Pig
HBase
Sqoop
Flume
Oozie
8) Hadoop Data Center Deployment
Basic Hadoop data center deployment techniques
Networking challenges in Hadoop Deployment
Disaster Recovery ( DR ) in Hadoop .
9) Hadoop Cluster Administration
Master / Salve Configuration
Important Directroires
Small, Medium and Large Cluster considerations
Hadoop Monitoring - GANGLIA ,NAGIOS
9) Hadoop Business Case
Why Hadoop is NOT a Silver Bullet for all your problems.
When to use Hadoop- Business Cases
When NOT to use Hadoop - Business Case
10) Hadoop and Cloud Computing
Using Cloud technologies for distributed processing
Hadoop on Amazon Web Service.
Hadoop in Oracle Cloud / RackSpace
Certification Help:
Exam Papers for Cloudera Certified Hadoop Developer/Administrator.
Preparation help and Guidance.