Pattern Recognition Class (2011) by Fred Hamprecht at Universität Heidelberg

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source: Universität Heidelberg       2011年11月9日
A course on Pattern Recognition by Prof. Fred Hamprecht from the Physics department of the Heidelberg University. The course introduces modern machine learning methods with an eye to applications in image analysis.

Lecture 01, part 1  Introduction to pattern recognition and probability theory. This part introduces pattern recognition applications and the k-nearest neighbors classifier. 46:55
Lecture 01, part 2  50:25
Lecture 01, part 3 35:54
Lecture 02, part 1  38:09
Lecture 02, part 2 45:47
Lecture 02, part 3 42:29
Lecture 02, part 4 41:14
Lecture 03, part 1 42:05
Lecture 03, part 2 52:29
Lecture 03, part 3 58:00
Lecture 04, part 1 43:52
Lecture 04, part 2 58:20
Lecture 04, part 3 41:23
Lecture 04, part 4 23:08
Lecture 05, part 1 44:40
Lecture 05, part 2 34:44
Lecture 05, part 3 39:31
Lecture 05, part 4 42:14
Lecture 06, part 1 48:30
Lecture 06, part 2 1:00:54
Lecture 06, part 3 1:01:06
Lecture 06, part 4 6:47
Lecture 08, part 1 56:59
Lecture 08, part 2 52:50
Lecture 08, part 3 38:22
Lecture 09, part 1 37:52
Lecture 09, part 2 45:14
Lecture 09, part 3 24:46
Lecture 10, part 1 40:36
Lecture 10, part 2 36:42
Lecture 10, part 3 51:30
Lecture 10, part 4 45:00
Lecture 11, part 1 30:21
Lecture 11, part 2 46:59
Lecture 11, part 3 45:28
Lecture 11, part 4 45:28