Introduction to bioinformatics
published: Aug. 20, 2007, recorded: August 2007, views: 51164
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Part 1 46:53
Part 2 49:08
Part 3 39:54
Part 4 1:24:41
Part 5 46:42
Part 6 39:54
Description
I will start by giving a general introduction into Bioinformatics, including basic biology, typical data types (sequences, structures, expression data and networks) and established analysis tasks. In the second part, I will discuss the problem of predictive sequence analysis with Support Vector Machines (SVMs). I will introduce a series of kernels suitable for different analysis tasks. Furthermore I will discuss the basic data structures needed for large scale learning and how to combine kernels for heterogeneous data. In the third part, I will focus on Hidden Markov models and discriminative alternatives like Conditional Random Fields and Hidden Markov SVMs suitable for segmentation tasks frequently appearing in Bioinformatics. In the last part I will present three applications in greater detail: A large margin alignment algorithm, computational gene finding and the identification of polymorphisms from resequencing arrays.
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ratsch_gunnar_lecture1.pdf (1.4 MB)
Download slides:
ratsch_gunnar_lecture2.pdf (780.4 KB)
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Reviews and comments:
I hope Part 1 is uploaded soon
Great, but the audio could have been better
I can download part 1 but I cannot download any other part:
Playing http://velblod2.ijs.si/2007/pascal/ml....
Resolving velblod2.ijs.si for AF_INET6...
Couldn't resolve name for AF_INET6: velblod2.ijs.si
Resolving velblod2.ijs.si for AF_INET...
Connecting to server velblod2.ijs.si[193.2.4.216]: 80...
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I really need to watch these video lectures but my internet connection in Tanzania has a very low speed. I can't even watch 1 minute online.
I need your help. Need to download these video lectures so as I can be able to watch them and revise.
Will help me a lot to integrate my basic science with bioiformatics
MSc Medical Parasitology and Entomology student
my email address is mweyaclement@gmail.com
the video lectures are extremely good but there is some audio error at some point which could br resolved.Please provide the videos in .zip for easy and fast download.
Excellent Tutorial ... Thanks for upload
Due to low connection speed, it was impossible for me to
watch this video. Is it possible to download these videos?
I would appreciate if this is the case.
all the images point to the same url:
http://videolectures.net/mlss07_gunna...
so, i don't see any way for me to watch lecture#2 and above? i have watched 1st one so far.
please tell me how to watch the others?
@rk, do you see the 6 pictures of the speaker underneath the first video? Try to click on the picture that says "Part 2".
@m.rezaei, unfortunately the videos are not downlodable at the moment but we expect to change this policy in the next few months
very good lecture
Due to low connection speed, it was impossible for me to
watch this video. Is it possible to download these videos ?
I would appreciate if this is the case.
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