Lecture 10 (Perceptron and SVM) | Machine Learning CS391L - Spring 2025
Автор: Inderjit Dhillon
Загружено: 2025-02-20
Просмотров: 282
Описание:
This lecture is part of the graduate-level machine learning course offered at The University of Texas at Austin. This is Lecture 10 - Perceptron and SVM. In this lecture, we will continue our discussion on classification problems and look at a historically very relevant approach - Perceptron and further look at its improved versions - Support Vector Machines (SVM)
🔗 Resources & Materials:
Course webpage: https://utcs-ml-course.github.io
Course playlist: • UT Austin Graduate ML Spring 2025
Lecture Notes: https://utcs-ml-course.github.io/main...
Instructor: Prof. Inderjit Dhillon (https://www.cs.utexas.edu/~inderjit)
Teaching Assistant: Nilesh Gupta (https://nilesh2797.github.io/)
Affiliation: The University of Texas at Austin
#machinelearning #utaustin #classification #supportvectormachine #cs391l #ai #datascience
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