Introduction to Big Data

• Introduction to Big Data
• Big Data Enabling Technologies
• Hadoop Stack for Big Data-Introduction
• Hadoop Stack for Big Data – Hadoop Ecosystem

The Hadoop Distributed Files system

• Design of HDFS & HDFS Concepts
• HDFS Command-Line Interface & Hadoop File System

MapReduce

• MapReduce-Introduction & Architecture
• How MapReduce Works-MapReduce Job Run
• How MapReduce Works-Failures in MapReduce
• MapReduce Types – The Default MapReduce Job
• MapReduce Types and Formats-Input & Output Formats
• Developing a MapReduce Application-Video Links
• Developing a MapReduce Application-Lab Demo Example

Apache Pig

• Apache Pig – Introduction, Installing and Running Pig
• Apache Pig – An Example, Generating Examples
• Apache Pig – Comparison with Databases
• Pig Latin
• User-Defined Functions
• Data Processing Operators
• Pig in Practice

Apache Hive

• Hive -Introduction & Comparison with Databases
• HiveQL & Tables
• Hive – Querying Data & User Defined Functions

Parallel programming with Spark

• Overview of Spark
• Fundamentals of Scala and Functional Programming
• Spark Concepts
• Spark Operations-Job Execution-Application

Spark SQL

• Spark SQL