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Big data in Bangalore

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Big data in Bangalore

Big data Training in Bangalore

Course Name :Big data

Duration (in Hours)	40	Target Audience	Any IT professionals
Proficiency Level	Basic	Pre-requisites	Networks

Big data Course Contents

Module 1 : INRODUCTION

Big Data
3VS
Role of Hadoop in Big data
Hadoop and its ecosystem
Overview of other Big Data Systems
Requirements in Hadoop
UseCases of Hadoop

Module 2: HDFS

Design
Architecture
Data Flow
CLI Commands
Java API
Data Flow Archives
Data Integrity
Compression

Module 3: MapReduce

Theory
Data Flow (Map - Shuffle - Reduce)
Programming [Mapper, Reducer, Combiner, Partitioner]
Writables
InputFormat
Output format
Streaming API

Module 4: ADVANCED MAPREDUCE PROGRAMMING

Counters
custom input format
Distributed Cache
Side Data Distribution
Joins
Sorting
ToolRunner
Debugging
Performance Fine tuning

Module 5: ADMINISTRATION - Information required at the Developer level

Hardware Considerations- Tips and Tricks
Schedulers
Balancers
NameNode Failure and Recovery

Module 6: HBase

NoSQL vs SQL
CAP Theorem
Architecture
Configuration
Role of Zookeeper
Java Based APIs
MapReduce Integration
Performance Tuning

Module 7: HIVE

Architecture
Tables
DDL-DML - UDF - UDAF
Partitioning
Bucketing
Hive-Hbase Integration
Hive Server

Module 8:OTHER HADOOP ECOSYSTEMS

Pig (Pig Latin, Programming)
Sqoop (Need - Architecture, Examples)
Introduction to Components (Flume, Oozie,ambari)

Next Batch

Starts From 17th Feb 2025

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