Course 2 - Mathematics for Machine Learning Multivariate Calculus, Module 5 - optimisation
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Mathematics for Machine Learning: Multivariate Calculus https://www.youtube.com/playlist?list=PL2jykFOD1AWaL4_-bdidPfIWe765jOgfL
Youtube channel: https://www.youtube.com/user/intrigano
About this course: This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slope, before converting this to the formal definition of the gradient of a function. We then start to build up a set of tools for making calculus easier and faster. Next, we learn how to calculate vectors that po...