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Apache Spark Structured APIs Using Databricks

Offered By: NashKnolX via YouTube

Tags

Apache Spark Courses Data Visualization Courses Databricks Courses Data Processing Courses Data Aggregation Courses DataFrames Courses RDDs Courses ETL Courses

Course Description

Overview

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Learn about Apache Spark Structured APIs and their application in data manipulation using Databricks in this 41-minute tutorial. Explore key concepts including Spark's evolution, RDD implementation, DataFrame API, and database functionality. Gain hands-on experience with projection, filtering, aggregation, and data visualization techniques. Discover the essentials of ETL operations and understand how to effectively maneuver various data types using Spark Structured APIs in a Databricks environment.

Syllabus

Introduction
Agenda
What is Spark
Spark Timeline
What is RDD
RDD Implementation
Stretching
DataFrame API
Projection and Filter
Aggregation
Data Set
Data Set Visualization
Data Aggregation
What is Database
Database Functionality
Database Walkthrough
ETL operation


Taught by

NashKnolX

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