Linear Classification Ece 592 Module

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Hello students welcome to lecture nine in this lecture we will review different We discuss kernel methods, which can be interpreted as an expansion of nearest neighbors For more information about Stanford's Artificial Intelligence professional and graduate programs visit:

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Support vector machines (ECE 592 Module 38)
Logistic regression (ECE 592 Module 35)
Shrinkage (ECE 592 Module 31)
Kernel methods (ECE 592 Module 37)
Artificial Intelligence & Machine learning 3 - Linear Classification | Stanford CS221 (Autumn 2021)
Linear Classification - An visual explanation (2021)
Introduction to Machine Learning Lecture 9: Linear Classification and Fisher's Discriminant
LDA and QDA - linear and quadratic discriminant analysis (ECE 592 Module 34)
Decision theory (ECE 592 Module 27)

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Last Updated: June 15, 2026

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Lecture 9: Linear Models for Classification Profile
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