Welcome to the Course
  • Welcome to the Course
Big Data at a Glance
  • Introduction to Big Data
  • Job Roles in Big Data
  • Salary Analysis
  • Technology Trends in the Market
  • Advice for Big Data Beginners
Getting Started with Hadoop
  • Introduction to Hadoop
  • Hadoop Ecosystem
  • Hadoop 1.x vs Hadoop 2.x
  • ETL vs ELT
  • Different Hadoop Vendors
  • Hadoop Installation
  • Managing HDFS from Command Line
  • Hadoop on Cloud
Getting Started with Hive
  • Introduction to Hive
  • Hive Architecture
  • Hive Data Model
  • File Formats in Hive (Text, Parquet, RCFile, ORC)
  • SQL vs HQL
  • UDF & UDAF in Hive
  • Hive Demo
Getting Started with Pig
  • Introduction to Pig
  • Pig Architecture
  • Pig Data Model
  • How Pig Latin Works
  • SQL vs PIG
  • UDF in Pig
  • Pig Demo
Use Cases
  • Designing Data Pipeline using Pig and Hive
  • Data Lake
Practice
  • Practice-1: Analyzing Taxi Trips Data
  • Practice-2: Designing Hive UDF