This curse is separated in 6 main sessions. Each of them comprises of 3,5 hour and contains analogy-based mathematical concepts, discussions, and practical interactive exercises. Despite including mathematical foundations, definitions and concepts, the main focus of this course is to foster a deeper understanding on how machine learning model are capable of learning various structures. Sessions can require preparations/ pre-class readings and/or include a post-class exercise. Those exercises will help you, to get a better start with your final projects. In the final session, we invite a guest lecturer for further insight into current topics in the field.