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
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

• Android
• AIX Administration
• Business Analyst
• CCNA, CCNP Security, CCIE
• 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
• Oracle APPS – Financial
• Oracle APPS – Technical
• Oracle BI Apps
• Oracle BI Publisher
• Oracle DBA 11g
• Oracle RAC
• Oracle Fusion SOA
• Oracle SQL , PL SQL
• People Soft
• PHP
• Perl Scripting
• SAP SD , BO , FICO , BI / BW , APO , BPC, BASIS
• Sales Force CRM
• SharePoint Server 2010
• Shell Scripting
• Siebel CRM , EAI, E-Scripting
• SQL Server DBA
• Springs and Hibernate
• Storage Area Network ( SAN)
• Tera Data
• Testing Tools - QTP, QC,

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