Optimization Algorithms, Optimization Techniques, Machine Learning, Deep Learning, Convex Optimization.
the optimization essentials to get started in Data Science… Photo by jason song on Unsplash Overview There are 4 mathematical pre-requisite (or let’s call them “essentials”) for Data Science/Machine Learning/Deep Learning, namely: Probability & Statistics Linear Algebra Multivariate Calculus Convex