Statistical Physics and Machine Learning - A 30 Year Perspective
Offered By: APS Physics via YouTube
Course Description
Overview
Embark on a 57-minute journey through the intricate connections between Statistical Physics and Machine Learning in this thought-provoking talk by Dr. Naftali Tishby from the Hebrew University of Jerusalem. Gain valuable insights as the speaker reflects on three decades of research, exploring the profound relationships between these two fields and their mutual influence on scientific understanding. Delve into the historical context, key developments, and future implications of this interdisciplinary approach, enhancing your comprehension of both Statistical Physics and Machine Learning principles.
Syllabus
Statistical Physics and Machine Learning: A 30 Year Perspective
Taught by
APS Physics
Related Courses
Introduction to Artificial IntelligenceStanford University via Udacity Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Artificial Intelligence for Robotics
Stanford University via Udacity Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent