Guides

Interacting with Spark

• Using dplyr commands
  
• Understanding Spark Caching
• Spark connection options
• Access AWS S3 Buckets

Modeling and Machine Learning

• Spark ML Overview
• Using tidymodels
• ML Pipelines
• Text Modeling
• Model Tuning
• Using H2O in sparklyr

Non-rectangular Data

• Stream Data
• Text Mining

Advanced

• Run R code in Spark
• Create sparklyr extensions