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Lecture
Introduction to Machine Learning
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Supervised Learning Fundamentals
Introduces the fundamentals of supervised learning, including loss functions and probability distributions.
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Delves into the intersection of physics and data in machine learning models, covering topics like atomic cluster expansion force fields and unsupervised learning.