Calculus, Linear Algebra, Machine Learning, Mathematics, Math For Machine Learning.
relatively simple, because it is convex and characterised by a single global minimum. Nonetheless, in the context of machine learning, we often need to optimize more complex functions that can make the optimization task very challenging. Optimization can become even more challenging if the input to