The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond

Tutorials on Supervised Machine Learning

Lectures on the Philosophy of Mathematics

Wittgenstein's Lectures on the Foundations of Mathematics, Cambridge, 1939

Machine Learning Algorithms: From Classical Methods to Deep Neural Networks: Supervised, Unsupervised,...