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Empower your employees with the power of big data


Introduction to Big Data

  • Big Data Concept and Motivation
  • Big Data Applications
  • Big Data Tools 

Processing Big Data with Apache Hadoop 

  • Introduction to Apache Hadoop
  • Hadoop Distributed File System
  • MapReduce Programming Paradigm
  • Developing MapReduce Applications
  • Example applications on top of Hadoop 

Big Data Analytics with Apache Pig (Prerequisite: Processing Big Data with Hadoop)

  • Introduction to Apache Pig
  • Hadoop and Pig
  • Relational Operations with Pig
  • Custom Pig Operations with UDFs
  • Implementing Pig Latin Scripts
  • Example analytics applications with Pig 


Intelligent Applications with Apache Mahout (Prerequisite: Processing Big Data with Hadoop)

  • Machine Learning: Concept and Challenges
  • Apache Mahout Library
  • Data Preprocessing with Mahout
  • Distributed Machine Learning with Mahout
  • Classification
  • Clustering
  • Topic Modeling
  • Recommender Systems