Trainer who can conduct workshop at Singapore

Trainer need to give a training on below topics

Big Data

What is Big Data

Dimensions of Big Data

Big Data in Advertising

Big Data in Banking

Big Data in Telecom

Big Data in eCommerce

Big Data in Healthcare

Big Data in Defense

Processing options of Big Data

Hadoop as an option

Hadoop

What is Hadoop

How Hadoop 1.0 Works

How Hadoop 2.0 Works

HDFS

MapReduce

What is YARN

How YARN Works

Advantages of YARN

How Hadoop has an edge

Hadoop Ecosystem

Sqoop

Oozie

Pig

Hive

Flume

Hadoop Hands On

Running HDFS commands

Running your MapReduce program on Hadoop 1.0

Running your MapReduce Program on Hadoop 2.0

Running Sqoop Import and Sqoop Export

Creating Hive tables directly from Sqoop

Creating Hive tables

Querying Hive tables

Advanced MapReduce

MapReduce Code Walkthrough

ToolRunner

MR Unit

Distributed Cache

Combiner

Partitioner

Setup and Cleanup methods

Using Java API to access HDFS

Custom Types

Input Types in MapReduce

Output Types in MapReduce

Custom Input Data types

Custom Output Data types

Multiple Reducer MR program

Zero Reducer Mapper Program

MapReduce Design Patterns :

Searching

Sorting

Filtering

Inverted Index

TF-IDF

Word Co-occurrence

Pig

What is Pig

How Pig Works

Simple processing using Pig

Advanced Processing Using Pig

Pig Hands On

Oozie

What is Oozie

How Oozie Works

Oozie Hands on

Joins Using MapReduce

Map Side joins

Reduce side joins

Advanced MapReduce Hands On

MR Unit hands on

Distributed Cache hands on

Partitioner hands on

Combiner hands on

Accessing files using HDFS API hands on

Map Side joins hands on

Reduce side joins hands on

MapReduce Design Patterns Hands On :

Distributed Grep

Bloom Filters

Average Calculation

Standard Deviation

MapSide joins

Reduce Side joins

HIve

What is Hive

How Hive Works

Simple processing using Hive

Advanced processing using Hive

Hive Hands on

Impala

What is Impala

How Impala Works

Where Impala is better than Hive

Impala's shortcomings

Impala Hands on

Evaluation Test

Big Data Sales Hadoop

Identifikační číslo projektu: #6178655

O projektu