AI Features

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All LessonsFree Lessons (4)

Spark Overview

Spark Differentiation

Spark Application Lifecycle

Anatomy of a Spark Application

Execution of a Spark Application

Resilient Distributed Datasets

Spark Application - An Example

DataFrames

DataFrames Working with DataFrames Columns Rows More Operations with DataFrames

Datasets

Datasets Working with Datasets Datasets with Scala Case Class and Java Bean Class Encoders

Spark SQL

Spark SQL Engine Spark SQL - An Example Spark SQL Views and Tables Spark SQL Data Source Spark User Defined Functions Higher-Order Function Joins, Unions, and Window Functions

Summary

Closing Remarks

An Introduction to Spark

Closing Remarks

Final thoughts.

We'll cover the following...

The ecosystem of Big Data is still fledgling but, ...

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