: For most users, the spark-2.4.5-bin-hadoop2.7.tgz is the standard choice as it comes pre-built with Hadoop 2.7 libraries.
: If installing on Windows, you must download winutils.exe and hadoop.dll for your corresponding Hadoop version to handle HDFS operations locally. Step-by-Step Installation Guide (Windows & Linux) 1. Extract the Package download spark 2.4.5
Open your terminal or command prompt and type: spark-shell If successful, the Spark logo will appear, and you will enter the interactive Scala shell. Apache Software Foundationhttps://archive.apache.org Overview - Spark 2.4.5 Documentation : For most users, the spark-2