EE-411 Fundamentals of inference and learning

Florent Krzakala, École polytechnique fédérale de Lausanne (EPFL)

This is an introductory course in the theory of statistics, inference, and machine learning, with an emphasis on theoretical understanding & practical exercises. The course will combine, and alternate, between mathematical theoretical foundations and practical computational aspects in python.

More information on