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Big Data (Hadoop) Developer Course outline
Introduction to Big data and Hadoop
o Understanding Big Data
o Challenges in processing Big Data
o 3V Characteristics (Volume, Variety and Velocity)
o Brief history of Hadoop
o How Hadoop addresses Big Data?
o HDFS and MR
o Hadoop echo system
HDFS (Hadoop Distributed File System)
o HDFS Overview and Architecture
o HDFS Keywords like Name Node, Data Node, Heart Beat etc
o Configuring HDFS
o Data Flows (Read and Write)
o HDFS Permissions and Security
o HDFS commands
o Rack Awareness
o 5 Daemons processes
Map Reduce
o Map Reduce Basics
o Map Reduce Data Flow
o Word count Example solving
o Algorithms for simple and complex problems
o Hadoop Streaming
Developing a Map Reduce Application
o Setting up working environment
o Custom Data types (Writable and Custom Key types)
o Input and Output file formats
o Driver, Mapper and Reducer Code Wal thru
o Configuring IDE Eclipse
o Writing Unit test and running locally
o Map Reduce Web UI
o Hands -on
How Map Reduce works?
o Classic Map Reduce (Map Reduce I)
o YARN (Map Reduce II)
o Job Scheduling
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o Shuffle and Sort
o Failures
o Oozie Workflows
o Hands-on Excercises
How Map Reduce works?
o Map Reduce Types
o Input formats – Input splits & records, text input, binary input, multiple inputs and
database input.
o Output formats - text output, binary output, multiple outputs, Lazy output and database
output.
o Hands-on
Hadoop Echo Systems
o PIG
Overview of PIG
Installation and running PIG
PIG Latin
Loading and storing data
Hands-on
o HIVE
Overview of HIVE
Installation and running HIVE
HiveQL
Tables
Hands-on
o HBASE
Overview of HBASE
Installation
CLinets (avro, REST, Thrift)
Hands-on
o SQOOP
Overview of SQOOP
Solving Case studies
Courses Offerings
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AIX Administration
Business Analyst
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Citrix XenApp
Cognos 10 BI & Tm1
Crystal Reports
Data Stage
DB2 DBA
Dot Net
DAC
Google Web Tool Kit
Hadoop
HTML 5
IBM Lotus Notes (Development)
IBM Lotus Notes Domino Server Administration
IBM Message Broker
IBM MQ Series
IBM Tivoli Access Manager
IBM Web Sphere Application Server Administration (WAS)
IBM WAS Portal server Development
IBM Websphere Transformation extender (WTX 8.2)
Informatica
I Phone
Java/J2EE
J Query
MCITP
MicroSoft .NET Technologies (VB.NET, C#, ASP.NET)
Microstrategy
MicroSoft Business Intelligence
MicroSoft Dynamics CRM
OBIEE 11 g
Oracle APPS – HRMS
Oracle APPS – SCM
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Oracle BI Apps
Oracle BI Publisher
Oracle DBA 11g
Oracle RAC
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Oracle SQL , PL SQL
People Soft
PHP
Perl Scripting
SAP SD , BO , FICO , BI / BW , APO , BPC, BASIS
Sales Force CRM
SharePoint Server 2010
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Siebel CRM , EAI, E-Scripting
SQL Server DBA
Springs and Hibernate
Storage Area Network ( SAN)
Tera Data
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TIBCO BW, BE, TIBCO I Process
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