Forum Regeln » Professional Connect presents Internation

Chapter 1: Understanding Big Data and Hadoop
Big Data
Limitations and Solutions of existing Data Analytics Architecture
Hadoop
Hadoop Features
Hadoop Ecosystem
Hadoop 2.x core components
Hadoop Storage: HDFS
Hadoop Processing: MapReduce Framework
Hadoop Different Distributions
Chapter 2:Hadoop Architecture and HDFS
Hadoop 2.x Cluster Architecture - Federation and High Availability
A Typical Production Hadoop Cluster
Hadoop Cluster Modes
Common Hadoop Shell Commands
Hadoop 2.x Configuration Files
Single node cluster and Multi node cluster set up Hadoop Administration
Chapter 3: Hadoop MapReduce Framework
MapReduce Use Cases
Traditional way Vs MapReduce way
Why MapReduce
Hadoop 2.x MapReduce Architecture
Hadoop 2.x MapReduce Components
YARN MR Application Execution Flow
YARN Workflow
Anatomy of MapReduce Program
Demo on MapReduce
Input Splits
Relation between Input Splits and HDFS Blocks
MapReduce: Combiner & Partitioner
Demo on de-identifying Health Care Data set
Demo on Weather Data set
Chapter 4: Advanced MapReduce
Counters
Distributed Cache
MRunit
Reduce Join
Custom Input Format
Sequence Input Format
Xml file Parsing using MapReduce
Chapter 5: Pig
About Pig
MapReduce Vs Pig
Pig Use Cases
Programming Structure in Pig
Pig Running Modes
Pig components
Pig Execution
Pig Latin Program
Data Models in Pig
Pig Data Types
Shell and Utility Commands
Pig Latin : Relational Operators
File Loaders http://www.cheaphydroflaskmug.com/ , Group Operator
COGROUP Operator
Joins and COGROUP
Union
Diagnostic Operators

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