To reduce means to make smaller. Think of reducing notes as using a magnifying glass. It allows us to take the main detail out of a longer phrase. Kind of like summarizing a paragraph in one sentence.
Once we have finished taking our notes, we want to reduce them, or figure out a way to say the same thing in less words. When we are able to use less words to say the same thing, it is easier to remember.