The book is newly published by Louis-Pierre Arguin, an assoicate professor of mathematics at Brauch College & Graduate Center CUNY. It covers the basics of the stochastic calculus used in the ...

To understand the learning process of AI and machine learning, you cannot avoid the concepts of calculus and optimization. That said, you don't need to be able to solve complex mathematical formulas.

In this page, we introduce a differential based method for vector and matrix derivatives (matrix calculus), which only needs a few simple rules to derive most matrix derivatives. This method is useful ...