Many ML concepts rely on the dot product, yet it is often treated as a black box. Amit Shreiber shows how to develop real intuition by connecting it to geometric ideas. https://towardsdatascience.com/the-geometry-behind-the-dot-product-unit-vectors-projections-and-intuition/