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