Stanford CS229 Machine Learning | Spring 2026 | Lecture 4: Exponential Family, GLMs classification
The Exponential Family unifies diverse statistical models—from Gaussian errors to Softmax classification—under one common mathematical form. This framework shows that core ML procedures like inference and learning are fundamentally consistent across all these types of data.
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