Navigate to manage option for a particular Resource in Resource Management page and select edit option.

This will open the Resource Module edit interface, click Continue, at the bottom of the interface, it will take you to the second step of the Resource Module edit interface, Upload Resources. Here you can use cross button to delete the course uploaded in Uploaded Files.

It will successfully delete the Course and click on submit button in the bottom of the page to save the changes.