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Definitely know sohcahtoa. It's not even so much a formula as the definition (well, one possible definition out of at least three) of the trig functions.
I'd also suggest knowing at least two, preferably three, ways to find the area of a triangle. They save you quite a bit of time. Which three? You pick. There are many, some common, some incredibly obscure.
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