Learning And Generalization; Pac Learning Framework Exam Study Material for Gate ECE

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Introduction to Statistical Pattern Recognition	lec1	30:31 to 32:50	PDF	VIDEO
Logistic Regression; Statistics of Least Squares Method; Regularized Least Squares	lec17	38:19 to 40:27	PDF	VIDEO
Linear Discriminant functions for Multi-Class Case; Multi-Class Logistic Regression	lec19	52:34 to upto	PDF	VIDEO
Learning and Generalization; PAC learning framework	lec20	04:12 to 06:18	PDF	VIDEO
Learning and Generalization; PAC learning framework	lec20	08:28 to 10:42	PDF	VIDEO
Learning and Generalization; PAC learning framework	lec20	10:42 to 13:53	PDF	VIDEO
Assessing Learnt classifiers; Cross Validation	lec40	04:00 to 05:56	PDF	VIDEO