Introduction to Big Data Hadoop, London

Introduction to Big Data Hadoop

From £290 - FAQ's - Included - Course outline - Bespoke Hadoop Course

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


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)


What is included in this SQL Course:


SQL Course Certificate on completion (assessment based)
SQL Course notes
Practical SQL Course exercises, SQL Course Homework / SQL Course Revision work
Tea, coffees, but no lunch
To assist after the course, 1 free session for questions online SQL Course via Skype or Teamviewer.
Max group size on this SQL Course is 4.

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