Spray a slow cooker container with butter-flavored cooking spray.
In prepared container, combine potatoes, celery, onion, carrots, ham, and Cheddar cheese. In a large bowl, combine cream, canned soup, parsley flakes, and black pepper. Mix well to combine. Stir milk mixture into potato mixture. Cover and cook on LOW for 8 hours. Mix well before serving.