DM me. I can help you create a model so you can see for yourself. Honestly you just need to simplify your data(looks like excel spreadsheet). And learn how to interpret graphs(confusion matrix, roc curve, feature rankinga, MDA value etc). Basically like 3/4 chapters out of stat book. And I have high level machine learning model project and interpretation by professionals including myself to share. But all in all ofcourse knowing the math deepens your understanding. But is not quite necessary to createand interpret a model. As I am currently obtaining my AI and ethics grad cert. Along with among other ai/ machine learning classes.