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MapReduce – Advanced

Home Courses 00 AI & DATA SCIENCE MapReduce – Advanced

Course Overview

Through this course you are going to learn the use of the MapReduce concepts and its usage in developing complex MapReduce applications.

11
2 - 6 hours 5h 35m | 30 Videos | 72736 Views | Beginner  Beginner| English[Auto-generated]
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Comprehensive Mapreduce Training:

Through this course we are going to learn about the Choosing appropriate Hadoop data types, Implementing a custom Hadoop Writable data type, Implementing a custom Hadoop key type, Emitting data of different value types from a mapper, Choosing a suitable Hadoop Input Format for your input data format, Adding support for new input data formats – implementing a custom Input Format, Formatting the results of MapReduce computations – using Hadoop Output Formats. Next we focus on the data partitioning, , Broadcasting and distributing shared resources to tasks in a MapReduce job – Hadoop Distributed Cache, Using Hadoop with legacy applications – Hadoop Streaming, Adding dependencies between MapReduce jobs and using Hadoop counters for reporting custom metrics.

Course Objective:

  • Understand the concepts of MapReduce and find out how it solves the problems
  • Learn to develop complex Hadoop MapReduce applications

Target Audience:

  • Analytics Professionals
  • Analytics Students

Pre- requisites:

  • Basic Computer Knowledge
  • Passion to learn

 

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Curriculum

1. Running a MapReduce Program

  • Running a MapReduce Program
  • Running a MapReduce Program Continues

2. Advanced MapReduce

  • HDFS File System
  • Combination of Word Count Functionality
  • Word Count With Tools
  • Log Processor

3. Advanced MapReduce and PIG

  • Advanced MapReduce and PIG
  • More on Advanced MapReduce
  • Executing Similar Program

4. HIVE and Indexing

  • HDI Data and Export Data
  • Creating New Java Class
  • Text Out Inverted Indexer

5. Hadoop Big Data Introduction

  • Introduction to MapReduce on Hadoop
  • Java Build Path
  • Local MapReduce
  • Using MapReduce

6. Hadoop Big Data Analytics

  • Sequence file Format
  • Parse Weblogs
  • Page View Mapper
  • Analytics Program
  • Analytics Program Continue
  • Inverted Index Map Reduce
  • Friend Sofa Friend
  • Cloud era Local Host
  • Cloud era Local Host Output
  • Final Module MapReduce Program
  • Strands
  • File Path Filter
  • Example
  • Example Continue
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