Prof. Raju K. George

Mathematics of Machine Learning

In this talk, the basics of AI and Machine Learning in the mathematical perspective will be introduced . Basics of ANN and various learning algorithms to train an ANN will be covered . The tools of linear algebra, Optimization Theory and Statistics are employed for developing learning algorithms both for Supervised learning and Unsupervised learning. H ow the ANN algorithms are generalizing the Regression Problem and function approximation problem will also be explained.