In machine learning, optimizing a model requires understanding several key mathematical concepts. Two important areas are gradients (specifically, the rate of loss) and backpropagation. Although traditionally associated with finance, concepts like delta in options trading can help us understand the behavior of gradients in machine learning models. Here, we’ll explore the parallels and distinctions between … Continue reading Gradients, Rate of Loss, Options, Delta, and Backpropagation in Machine Learning