will
will + infinitive: used when you talk about a future fact.
It will be Julie's birthday tomorrow.
The sun will rise tomorrow.
going to
to be going to + infinitive: used when you talk about a prediction based on something we can see (or hear) now.
It's going to rain real soon, look at the heavy clouds.