Empower your employees with the power of big data

BIG DATA BASICS

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 

DATA SCIENCE

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