In this course, we will do following

Intro &Setup

• CCA175 Introduction

• Free Cluster Setup on Google Cloud

• Revise Hadoop Commands

Apache Spark Revision

• Spark Intro

• Actions &Transformations (Optional)

• Spark Dataframe (Transform, Stage &Store)

  • Working with various file formats- Json, ORC, XML, CSV, Avro, Parquet etc

  • Working with various compressions - Gzip, Bzip2, Lz4, Snappy, deflate etc

  • Working with Strings

  • Working with dates

  • Working with columns in dataframe

  • Dataframe APIS

• Spark SQL (Data Analysis)

  • Working with Spark SQL

  • Working with Hive

  • Manipulating Strings in SparkSQL/Hive

  • Manipulating dates in SparkSQL/Hive

  • Mathematical Functions

  • Aggregating &Analyzing data using SparkSQL/Hive

  • Joining Datasets

  • Ranking &Windowing in SparkSQL/Hive

Real Exam Like Questions

• 8-10 Real like Exam solutions

Practice Exams with Solutions

• Practice Exam1 (8 questions with a timer)

• Practice Exam2 (8 questions with a timer)