Probabilistic ML - 18 - Probabilistic Deep Learning

This is Lecture 18 of the course on Probabilistic Machine Learning in the Summer Term of 2025 at the University of Tübingen, taught by Prof. Philipp Hennig. Contents include demonstrations of various use cases for probabilistic functionality in deep learning. Probabilistic ML is an integral part of the curriculum of the International Masters Degree in Machine Learning, alongside associated courses on deep learning, statistical machine learning, reinforcement learning, and much more. Playlist for the course: https://youtube.com/playlist?list=PL05umP7R6ij0hPfU7Yuz8J9WXjlb3MFjm&feature=shared