Mathematics for Machine Learning and Data Science Specialization offered by deeplearning.ai , instructed by Luis Serrano on Coursera.

Integral calculus is essential in probability theory and statistics, which are core to many machine learning algorithms. The integral of a probability density function (PDF) over an interval gives the ...

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 ...

Find out more about available formats and browse any associated online resources. The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, ...