You don't really need to learn any advanced mathematics beyond algebra/geometry and some basic statistics to just trade options. Option decay curves can be affected by multiple variables than just price. More math would probably help more with coding indicators or HFT algos than predicting markets unless you are trying to pioneer a model of options different or better than Black-Scholes. What you do need to learn for options are the "greeks" , their multi-faceted behavior on the price and time axis, and get familiar with different types of spreads.