You have no hope of understanding neural networks without learning math. Luckily the math needed is not that hard. Linear algebra and gradient based optimizati

You have no hope of understanding neural networks without learning math. Luckily the math needed is not that hard. Linear algebra and gradient based optimization are not out of reach for most people. If you already understand regression and maximum likelihood estimation, then you're almost there already.