Modern applications such as machine learning and large-scale optimization require the next big step, "matrix calculus" and calculus on arbitrary ... easier for use with off-the-shelf optimization ...

Best of luck! Here's a peak into what you'll learn in the course! Understanding calculus is central to understanding machine learning. You can think of calculus as simply a set of tools for analysing ...

Learning calculus can be a daunting task for many students. As one of the most important areas of mathematics, calculus is foundational for advanced studies in science, engineering, economics, and ...

Deep-Learning Discrete Calculus (DLDC) is an emerging field that integrates calculus, numerical methods, machine and deep learning algorithms to identify, model, and solve mathematical science systems ...