Generating Functions, Taylor Series, Taylor Theorem, Central Limit Theorem, Deep Dives.
CF-based proof makes fewer assumptions than the MGF-based proof. It’s also generally speaking a solid, self-standing proof. But I won’t use it because I like MGFs more than I like CFs. So we’ll follow the line of thought adopted by Casella and Berger (see references) which uses the MGF-based