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Practical Hadoop Big Data Training Course
Course Details:
http://onlinetraining2011.blogspot.com/2012/12/apache-hadoop-and-aws-mapreduce-training.html
Sample Session:
Hadoop Installation lab: (3000 + Youtube Hits)
http://www.youtube.com/watch?v=i9yckEduQBE
Hadoop HDFS File system Lab:
http://www.youtube.com/watch?v=Pp8SV50S9HM
Case Study: Insurance Domain
http://www.linkedin.com/groups/Insurance-Company-Case-Study-Hadoop4838165.S.256068004?qid=19f108a9-f563-4f99-9287-c19a1375ecf4&trk=groups_most_recent-0-bttl&goback=%2Egmr_4838165
LinkedIn-Group ( real time discussion)
Please join linked in group for regular updates on my learning in Hadoop / Bigdata Real time work.
http://www.linkedin.com/groups/Online-Hadoop-Training-4838165

Introduction to HADOOP
Distributed computing , cloud computing
Big data Basics and Need for Parallel Processing
How Hadoop works ?
Introduction to HDFS and Map Reduce

Hadoop Architecture Details
Name Node
Data Node
Secondary Name
Job Tracker
Task Tracker

Node

HDFS ( Hadoop - Distributed File System)
Hadoop Distributed
Data Replication
Data Storage
Data Retrieval

file system , Background, GFS
Additional

HDFS commands

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

Map Reduce Algorithms and Exercises
Line Count and Word Count
Distributed Search
Sorting Data – Key Value Data Type
Mathematical Transformation example
Working with Counters exercise
Distributed Cache exercise
Zero Reducer based exercises

Hadoop Streaming
Introduction to Hadoop Streaming
Streaming API details and use cases
Python Based Example for Streaming API
Exercise for Hadoop Streaming ( XML Files
Exercises on Ruby
Exercise on C# using MS-Azure.

) Based.

Apache Pig
Installation
Execution Types
Grunt Shell
Pig Latin
Data Processing
Loading and Storing
Data Filtering
Grouping & Joining Operations
Hands on Exercises

Apache HBase Installation and Details
HBase and NOSQL Introduction
HBase Installation and Configuration.
HBase and Java Based integration
HBase Hadoop Integration Details.
Hbase basic exercises

Apache Hive Instalaltion and Details
Hive Installation on Single cluster Hadoop
Hive Services
Hive Shell Description
Hive Server·
Meta store Details
Hive QL Basics
Working with Tables, Databases etc.
Hive JDBC programming
Hands on Exercises and Assignments

Node.

Introduction to Amazon Map Reduce (AWS-EMR)
Hadoop using Amaozon Web Service
AWS MapReduce and EC2
AWS - S3 Service Model.
AWS-MR Architecture.
Streaming Exercise using EMR JobFlow.

Hadoop Infrastructure Planning
Basic Hadoop hardware and software req
Small , Medium and Large cluster
Networking challenges in Hadoop Deployment
Disaster Recovery ( DR ) in Hadoop .
Performance Tuning a large cluster

Hadoop Industry Solutions
EMC GreenPlum Introduction
IBM BigInsight Details
Oracle , Microsoft etc Hadoop Offerings
Cloudera and HortonWorks Hadoop Package

Hadoop and Cloud Computing
Using Cloud technologies for distributed
Hadoop on Amazon Web Service.
Hadoop in Oracle Cloud / RackSpace

processing
============================================================
Medium: GotoMeeting
Duration: 40 Hours
Features:
- (40 Hours Live and recorded sessions) +
- 2 Certification Set Papers+
- 1 Live project Case Study+
- 30 + Exercises on Hadoop, MR, Pig, Hive, Hbase etc.
- Live Linkedin discussions/Project support.
- Resume Preparation.
- Virtual Machine for Practice( Linux and Java Installed).
- Java help (if needed)

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Practical Hadoop Big Data Training Course by Certified Architect

  • 1. Practical Hadoop Big Data Training Course Course Details: http://onlinetraining2011.blogspot.com/2012/12/apache-hadoop-and-aws-mapreduce-training.html Sample Session: Hadoop Installation lab: (3000 + Youtube Hits) http://www.youtube.com/watch?v=i9yckEduQBE Hadoop HDFS File system Lab: http://www.youtube.com/watch?v=Pp8SV50S9HM Case Study: Insurance Domain http://www.linkedin.com/groups/Insurance-Company-Case-Study-Hadoop4838165.S.256068004?qid=19f108a9-f563-4f99-9287-c19a1375ecf4&trk=groups_most_recent-0-bttl&goback=%2Egmr_4838165 LinkedIn-Group ( real time discussion) Please join linked in group for regular updates on my learning in Hadoop / Bigdata Real time work. http://www.linkedin.com/groups/Online-Hadoop-Training-4838165 Introduction to HADOOP Distributed computing , cloud computing Big data Basics and Need for Parallel Processing How Hadoop works ? Introduction to HDFS and Map Reduce Hadoop Architecture Details Name Node Data Node Secondary Name Job Tracker Task Tracker Node HDFS ( Hadoop - Distributed File System) Hadoop Distributed Data Replication Data Storage Data Retrieval file system , Background, GFS
  • 2. Additional HDFS commands 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 Map Reduce Algorithms and Exercises Line Count and Word Count Distributed Search Sorting Data – Key Value Data Type Mathematical Transformation example Working with Counters exercise Distributed Cache exercise Zero Reducer based exercises Hadoop Streaming Introduction to Hadoop Streaming Streaming API details and use cases Python Based Example for Streaming API Exercise for Hadoop Streaming ( XML Files Exercises on Ruby Exercise on C# using MS-Azure. ) Based. Apache Pig Installation Execution Types Grunt Shell Pig Latin Data Processing Loading and Storing Data Filtering Grouping & Joining Operations Hands on Exercises Apache HBase Installation and Details HBase and NOSQL Introduction HBase Installation and Configuration.
  • 3. HBase and Java Based integration HBase Hadoop Integration Details. Hbase basic exercises Apache Hive Instalaltion and Details Hive Installation on Single cluster Hadoop Hive Services Hive Shell Description Hive Server· Meta store Details Hive QL Basics Working with Tables, Databases etc. Hive JDBC programming Hands on Exercises and Assignments Node. Introduction to Amazon Map Reduce (AWS-EMR) Hadoop using Amaozon Web Service AWS MapReduce and EC2 AWS - S3 Service Model. AWS-MR Architecture. Streaming Exercise using EMR JobFlow. Hadoop Infrastructure Planning Basic Hadoop hardware and software req Small , Medium and Large cluster Networking challenges in Hadoop Deployment Disaster Recovery ( DR ) in Hadoop . Performance Tuning a large cluster Hadoop Industry Solutions EMC GreenPlum Introduction IBM BigInsight Details Oracle , Microsoft etc Hadoop Offerings Cloudera and HortonWorks Hadoop Package Hadoop and Cloud Computing Using Cloud technologies for distributed Hadoop on Amazon Web Service. Hadoop in Oracle Cloud / RackSpace processing
  • 4. ============================================================ Medium: GotoMeeting Duration: 40 Hours Features: - (40 Hours Live and recorded sessions) + - 2 Certification Set Papers+ - 1 Live project Case Study+ - 30 + Exercises on Hadoop, MR, Pig, Hive, Hbase etc. - Live Linkedin discussions/Project support. - Resume Preparation. - Virtual Machine for Practice( Linux and Java Installed). - Java help (if needed)