Best bigdata training In Chennai: Big data Course curriculum of Geoinsyssoft

Tuesday, February 19, 2013

Big data Course curriculum of Geoinsyssoft

For more details Course curriculum ,duration ,fees > Click here
Call 9884218531 for Demo

Big data Hadoop Training Chennai at Geoinsyssoft.

BIG DATA:

Roles

Data Scientist
Hadoop Developer
Architect
Administrator
Consultant
Programmer
Business Analyst

Day 1:

Introduction to Big Data.

Realtime usages

Volume ,Variety,Velocity,Value

Compare with existing OLTP,ETL,DWH,OLAP

Day 2

Introduction to Hadoop 1.0 and Hadoop 2.0

Architecture

HDFS Cluster – Data Storage Framework

Map Reduce - Data Processing Framework

HBASE – NOSQL Database

HIVE Warehouse

PIG latin Data flow scripts

SQOOP –Bulk data transfer for relational database

Flume -Streaming Logs

DAY 3

Setup -VM Linux /ubuntu/CentOS

Java

Hadoop setup and configuration –version 1.1.2 and 2.05

Hadoop 1.0 cluster and Daemons

Name node – Metadata , fsimage ,Editlog , Block reports

Rack awareness policy

Safe mode ,rebalancing and load optimization

Data node – Writing, reading and replication of blocks

Job tracker – Intialization, Execution, IO, failure

Task tracker – Initialization , progress, failure

Secondary Namenode – Not a backup

DAY 4

Installation and config of Hadoop 2.0 –YARN

Resource Manager – resource and job Management

Application Manager

Scheduler - Fair ,Capacity ,Priority

Node Manager

Application Master

Container – Yarn Child and task execution

UBER job

Failure of Application ,RM,AM,NM

Day 5:

Unix and Java Basics.

HDFS file operations fs shell

Day 6:

Introduction to Mapreduce.

Architecture of MR v1 and v2

Key Value Pairs

Mapper – setup/Config,init,map,cleanup,close

Shuffle and Sort

Combiner

Pratitioner

Reducer

Day 7:

Map reduce word count program.

Structured and Unstructured Data handling

Data processing

Map only jobs

Day 8 and Day 9

MR Programs 2:

Combiner and Partitioner

Single and multiple column

Inverted index

XML -semi structured data

Map side joins.

Reduce side join.

Day 10

Introduction to HIVE Datawarehouse

Architecture Installation

Basic HQL Commands

Load, external table

Join

Partioning

Bucket

Advance HQL commands

Beeswax –Web console

Word count in hive

Day 11:

Introduction to PIG

Installation

Data flow Scripts

Handling structured and unstructured

Day 12:

Introduction to NOSQL

ACID /CAP/BASE

Key value pair -Map reduce

Column family-Hbase

Document -MongoDB

Graph DB -Neo4j

Day 13:

Introduction to HBASE and installation.

The HBase Data Model

The HBase Shell

HBase Architecture

Schema Design

The HBase API

HBase Configuration and Tuning

Day 14:

Introduction to Sqoop and installation.

Bulk loading

Hadoop Streaming.

Day 15:

Flume –NG

Source,Sink,Channel –Agent

Avro

Zoo keeper

chukwa and oozie

Day 16:

Integrate With ETL

Talend Data studio

Day 17 :

Big data Analytics-Visualization

Tableau or Jaspersoft

Cloudera /Hortonworks/Greenplum

Day 18:

Introduction to Data science

Data mining -Machine learning

Statistical Analysis –Predictive modelling

Sentiment Analysis or opinion mining

Day 19 :

Use cases ,Case studies and Proof of Concepts

Day 20 and Day 21(Optional)

CCD-410 - Cloudera Certification Questions Discussion.

Call 9884218531

Email :

info@geoinsyssoft.com / geoinsys@gmail.com

Phone :

+91 44 43542263 / 43542262

Mobile :

+91 9884218531

Address :

#2, 4th Floor, Balaji Nagar ,
1st Main Road, Ekkaduthangal,
Chennai - 600032,
Landmark : Opp Virtusa IT Park/Behind Petrol bunk

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For more details Course curriculum ,duration ,fees > Click here
Call 9884218531 for Demo

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