To resolve the issue of encountering errors while running Spark programs locally in Eclipse, follow these steps systematically: Verify Environment Variables: Ensure that the SPARK_HOME variable is correctly set to your Spark installation directory and added to the system’s PATH variable. This allows the Spark commands to be recognized globally. Project Setup: In Eclipse, right-click…