Lightly grease a 4 quart or larger slow cooker. Place 1/3 of the hash brown potatoes in a layer on the bottom. Layer 1/3 of the ham, onion, green pepper, and Cheddar cheese. Repeat layers two more times. In a large bowl, whisk together eggs and milk, and season with salt and pepper. Pour over the contents of the slow cooker.
