Apache Spark is a robust, open-source distributed computing system that simplifies big data processing. Running Apache Spark on a local machine can significantly enhance your data science and engineering workflows. In this guide, we will take you step-by-step through setting up Apache Spark 4 with Jupyter on Ubuntu, using Java 17 and a Python...