1. Introduction to Apache Spark 1.1 What is Apache Spark? Apache Spark is an open-source, distributed computing system designed for big data processing. It provides an interface for programming entire clusters with implicit data parallelism and fault tolerance. Spark’s core abstraction is the Resilient Distributed Dataset (RDD), a fault-tolerant collection of elements that can be …