Not really. That is the whole point of machine learning. The computer tries millions of combinations to help tune a model. You aren't trying to find the closed

Not really. That is the whole point of machine learning. The computer tries millions of combinations to help tune a model. You aren't trying to find the closed form of an equation. There is a lot of math in the various tuning algorithm that helps the computer find the optimum solution. You need to be able understand things like convolution, gradients etc., but that is like high school math.