Azure Databricks with R - Deep Dive

Overview

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Dive deep into using the R programming language with Azure Databricks, Microsoft's premier Big Data Machine Learning cloud service based on Spark. Explore Spark architecture, APIs, and workspace features while learning to scale out, handle big data, and perform data manipulations. Discover how to use Spark DataFrames, SQL, and visualizations in R within the Azure Databricks environment. Access accompanying slides and code on GitHub to enhance your learning experience.

Syllabus

Introduction
Scaling out
Hadoop
What is Spark
Azure Databricks
Spark Architecture
What is an API
Spark API
Scala API
Apache Spark API
Spark APIs
Spark Workspace
Spark Notebook
Spark Context
Running the Code
Empty Cars
Collect
Display
Loading Big Data
Function Masking
DataFrames
Sampling
Training Data
Show Title
Accept
Visualizations
Spark DataFrame
Spark TempTable
Spark SQL
Local DataFrame
Conclusion