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Hadoop

Course Overview


Xpertised Offers Advanced and Personalized Instructor Led Online Classroom training on Hadoop which gives you the opportunity to interact with a Hadoop instructor and help you enhance yourself to meet the demands of the industry.

Learn from our instructors from the convenience of your home or office. Interact and learn live with trainers and other participants.

Course Content


Big Data

  • 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)
  • Relational manipulation: map-side and reduce-side joins (lab)
  • Chaining Jobs
  • Testing with MRUnit

Higher-level Tools

  • Patterns to abstract "thinking in MapReduce"
  • The Cascading library (lab)
  • The Hive database (lab)

Customer Reviews


Thanks to Xpertised and the tutor who walked me through all the topics with Practical exposure which is helping me in my current project.
-Waseem

Course was quite helpful in terms of understanding of concepts and practicality. Its really a very friendly environment to learn. The timing were mutually chosen, as we both are working professional. I am quite satisfied with the course.
-Tanmoy

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