If you enjoyed this book, you may be interested in these other books by Packt:

Learning PySpark
Tomasz Drabas, Denny Lee

ISBN: 978-1-78646-370-8

• Learn about Apache Spark and the Spark 2.0 architecture
• Build and interact with Spark DataFrames using Spark SQL
• Learn how to solve graph and deep learning problems using GraphFrames and TensorFrames respectively
• Read, transform, and understand data and use it to train machine learning models
• Build machine learning models with MLlib and ML
• Learn how to submit your applications programmatically using spark-submit
• Deploy locally built applications to a cluster

PySpark Cookbook
Tomasz Drabas, Denny Lee

ISBN: 978-1-78883-536-7

• Configure a local instance of PySpark in a virtual environment
• Install and configure Jupyter in local and multi-node environments
• Create DataFrames from JSON and a dictionary using pyspark.sql
• Explore regression and clustering models available in the ML module
• Use DataFrames to transform data used for modeling
• Connect to PubNub and perform aggregations on streams