HADOOP COURSE CONTENT:
Hadoop Course Content
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Introduction
o Distributed computing
o Cloud Computing
o Data Past, Present and Future
o Computing Past, Present and
Future
o Hadoop
o NoSQL
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Understanding
Hadoop Stack
o MapReduce
o NoSQL
o CAP Theorem
o Databases: Key Value, Document,
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Graph
o HBase and Cassandra
o Hive and Pig
o HDFS
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Understanding
Data
o Data collection and generation
o Data Storage
o Data Retrieval
o Random Access vs. Sequential
Access
o Disk is the new Tape – The
Return of
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sequential
access to data
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Hands
on Hadoop
o Hadoop Setup Single Node
o Cluster Nodes
o HDFS File System
o HBase Setup
o HBase Shell
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Hands
on to Data
o Working on Twitter Data
o Importing data into HBase
o Querying using HBase CLI
o Understanding data organization
o Hbase Internals
o Exercise: Solving various query
using
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Scan
and get
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Introduction
to HBase
o Unlearning SQL
o Learning NoSQL
o Creating Table
o Understanding Column Families
o Unlearning Entity Relation
o Learning Column Value & Key
Pair
o Unlearning Index & Query
o Learning Scan and Scan Only
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Introduction
to Hive
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Introduction
to Pig
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Looking
Data as large sparse matrix
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Applying
BI on large data
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Exercise:
Working with Twitter data
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Exercise:
Working with Facebook data
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Exercise:
Working with LinkedIn data