Introduction to Big Data Hadoop 1-Day Course, London

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Introduction to Big Data Hadoop 1-Day Course, London
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Fri 10 April 2020
Friday 10 April 2020
11:00 AM - 6:00 PM
Ended

Course Outline

The problem space and example applications 
Why don’t traditional approaches scale? 

Requirements 
Hadoop Background 
Hadoop History

  • The ecosystem and stack: HDFS, MapReduce, Hive, Pig… 
  • Cluster architecture overview 
  • Development Environment 

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Hadoop distribution and basic commands 
Eclipse development 
HDFS Introduction 
The HDFS command line and web interfaces 
The HDFS Java API (lab) 
MapReduce Introduction 
Key philosophy: move computation, not data 
Core concepts: Mappers, reducers, drivers 
The MapReduce Java API (lab) 
Real-World MapReduce 
Optimizing with Combiners and Partitioners (lab) 
More common algorithms: sorting, indexing and searching (lab) 
Testing with MRUnit 
Higher-level Tools 
Patterns to abstract “thinking in MapReduce” 
The Cascading library (practical) 
§ The Hive database (practical) 

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