The first one means that tomorrow it will be raining the entire day (Or pretty much most of it).
The 2nd one means it will be raining but it doesn't say for how long during the day it will rain. It could be 5 minutes or the entire day.
Let me know if I can help you more. I can practice with you on webcam if you need to.