[subject] + 会 + [verb phrase] + 的
[subject] + 不会 + [verb phrase] + 的
会 on its own predicts: 明天会下雨, "it'll rain tomorrow". With 的 at the end of the sentence, the prediction becomes an assurance. The speaker is sure, and wants the listener to be sure too.
With 我 as the subject, 会…的 is a promise.
不会…的 rules something out: "won't, there's no way".
Without 的 the sentence is a plain forecast. With it, the speaker is vouching for it, often to comfort someone.
Without 会, a sentence ending in 的 reads as 是…的, which asks about an event that already happened. The 会 is what points it forward.