Engineering Physics I Classification Of Sound Exam Study Material for Gate ECE

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Overview of Pattern Classifiers	lec2	12:44 to 15:11	PDF	VIDEO
Overview of Statistical Learning Theory; Empirical Risk Minimization	lec21	39:57 to 41:26	PDF	VIDEO
Overview of Statistical Learning Theory; Empirical Risk Minimization	lec21	42:57 to 44:11	PDF	VIDEO
Consistency of Empirical Risk Minimization	lec22	01:40 to 05:31	PDF	VIDEO
Consistency of Empirical Risk Minimization	lec22	12:46 to 15:40	PDF	VIDEO
Overview of Artificial Neural Networks	lec26	11:54 to 15:30	PDF	VIDEO
The Bayes Classifier for minimizing Risk	lec3	05:04 to 07:57	PDF	VIDEO
Implementing Bayes Classifier; Estimation of Class Conditional Densities	lec5	06:47 to 09:31	PDF	VIDEO
Maximum Likelihood Estimation of Different Densities	lec6	42:47 to 48:08	PDF	VIDEO