Learning Spark

Explains how to use Spark's Structured APIs to perform simple and complex data analytics and employ machine learning algorithms through step-by-step walk-throughs, code snippets, and notebooks, covering such topics as performing analytics on batch and streaming data using Structured Streaming, building reliable data pipelines with open source Delta Lake and Spark, and developing machine learning pipelines with MLlib and productionize models using MLflow.