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Course Introduction
Introduction to Apache Spark
Configuring Apache Spark in the IDE PyCharm
Apache Spark in Cloud - DataBricks
Installing Apache Spark in Local Mode on Windows
Distributed Processing Model of Spark
PySpark Shell
Creating Spark Cluster using Google Cloud
Introduction to DataFrame
Creating Spark Project - Build Configuration
Configuring Spark Project - Application Logs
Creating AND Configuring Spark Session
Spark API's
Reading CSV, JSON and Parquet files
Creating Spark DataFrame Schema
Writing Data using DataFrame
Working with DataFrame Rows
DataFrame Rows and Unit Testing
Working with DataFrame Columns
Creating and Using User Defined Functions
Simple Aggregations
Grouping Aggregations
Window Aggregations
Inner Join in DataFrame
Course Wrap up