@vos Sorry for the delayed response. If you can calculate your tip at a restaurant, that's all you really need. But, the more you comprehend statistics, the better. In short, the level of math you need to know for machine learning is less than what you need for general purpose programming. Of course, the more you know, the better you'll be.