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This lecture is the first class in a machine learning series delivered by Matthieu Wyart from Johns Hopkins University, USA & EPFL, Switzerland as part of the São Paulo School of Advanced Science on Disordered Systems organized by ICTP-SAIFR. Explore fundamental machine learning concepts in this 1 hour and 27 minute session, which is part of a broader scientific program scheduled for April 28 - May 9, 2025. Gain insights from a leading expert in the field as he introduces key principles and applications of machine learning, particularly in the context of disordered systems. For additional information about the complete program and other lectures in this series, visit the ICTP-SAIFR website.
Syllabus
Matthieu Wyart: Machine learning - Class 1
Taught by
ICTP-SAIFR