For more details Course curriculum ,duration ,fees > Click here
Class room and Online training :
For demo call 9884218531 or mail to : info@geoinsyssoft.com
Big data training Daywise Content :
Day 1:
Introduction to Big Data.
3V’s
Existing OLTP,ETL,DWH,OLAP
Day 2
Intro to Hadoop
Architecture
HDFS
MR
HBASE
HIVE
PIG
SQOOP
DAY 3
Pre Requisite for Installation.
VM Linux ubuntu/CentOS
JDK
Hadoop
eclipse
HBASE
HIVE
SQOOP
PIG
Installation and config of Hadoop,
HDFS Namenode, Datanode ,JT,TT,SN.
Rack awareness policy and cluster.
Safe mode ,Rebalancing and load optimization
Trouble shooting and error rectification.
Config docs and Installation Guide.
Day 4:
Unix and Java Basics.
HDFS in Java and Unix.
Day 5:
Intro to Mapreduce.
Architecture of MR V1
Key Value Pairs
Mapper
partitioner
Shuffle and Sort
Combiner
Reducer
Mapreduce V2(YARN)
Resource manager
Scheduler
App Master /manager
Container
Node manager
Day 6:
Map reduce word count program.
Temperature
Data processing
Map only jobs
Day 7 and Day 8
MR Programs 2:
- Structured and Unstructured Data handling
- Combiner
- Partitioner
- Single and multiple column
- Text indexing and text inverting
- XML -semi structure .
- Map side joins.
- Reduce side join.
Day 9
Introduction to HIVE Datawarehouse
Installation
Basic HQL Commands
Load,Join,external table
Advance HQL commands
Day 10:
Introduction to PIG
Installation
Scripts
Day 11:
Introduction to NOSQL
ACID /CAP/BASE
Key value pair -Map reduce
Column family-Hbase
Document -MongoDB
Graph DB -Neo4j
Introduction to HBASE and installation.
Work around HBASE
Day 13:
Introduction to Sqoop and installation.
Hadoop Streaming.
Day 14:
Flume ,chukwa and oozie
Day 15 :
Integrate With ETL
Talend Data studio
Day 16 :
Big data Analytics-Visualization
Tableau or Jaspersoft
Day 17 :
Introduction to Data science
Machine learning
Statistical Analysis
Sentiment Analysis
Cloudera /Hortonworks/Greenplum
Day 18 :
Use cases ,Case studies and Proof of Concepts
Day 19 and Day 20(Optional)
CCD-410 - Certification Questions Discussion.
For more details Course curriculum ,duration ,fees > Click here
For more details Course curriculum ,duration ,fees > Click here
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ReplyDeletehi friends,
ReplyDeleteI'm Madhan,i studied big data in Geoinsyssoft institute is awesome..atmosphere is super and the coaching staff's has excellent knowledge in big data and its an wonderful opportunity for those who eager to learn big data..don't miss this...
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