Selecting 'Keep my files' will preserve files stored in your user folders like Documents, Pictures, and Desktop. However, all apps, drivers, and settings changes will be removed. It's crucial to review and back up files outside these folders, as the operation doesn't protect everything. Always ensure you have a complete backup of important data.