Along the same lines, here is a course on the "Mathematical Foundations of Machine Learning" [1] (from GT, but other institutions also having offerings) and is

Along the same lines, here is a course on the "Mathematical Foundations of Machine Learning" [1] (from GT, but other institutions also having offerings) and is a section in the paper in this post (so deeper dive possible): [1.] https://jrom.ece.gatech.edu/mfml-f20-notes/ https://jrom.ece.gatech.edu/mfml-f20-notes/