Machine Learning, Probability and Graphical Models
author: Sam Roweis
published: Feb. 25, 2007, recorded: July 2006, views: 254559
published: Feb. 25, 2007, recorded: July 2006, views: 254559
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Download slides: mlss06tw_roweis_mlpgm_01.pdf (155.2 KB)
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Reviews and comments:
This guy is good. I have forgotten my math but I still could follow his speech. I got it even if I didn't understood the mathematical notation...
Why is there no sound when I play this usind Window Media player 11?
Nothing happens when I click on the thumbnails. :(
No sound with WMP 11
For those having trouble with WMP, try opening the video via Winamp or some other program such as VLC. Choose open URL and then put: mms://velblod2.ijs.si/pascal/2006/mlss06_taipei/roweis_sam/roweis_sam_00.wmv
I hope this helps.
Regarding the sound issues...
We have found out that a possible cause could be the Windows Media Player 11 issues with videos with Mono sound. If you are experiencing the same problems while playing videos on http://www.cnn.com/ than that may be it.
Please check the following web pages for a solution
If you find a solution, please let is know so we can share it with others or fix something on the VideoLectues site (if applicable).
There's also a version of this video with synchronized slides at:
I'm a fan of Mr. Roweis :)
Another very well presented lecture by him.
He's cute! Haha
Perfectly and efficiently taken......Hats off....!!
Sam has done amazingly good job at explaining topic in a very simple manner!
Can any one tell me what is the best way to download the wmv file so that I don't need to be online every time when I want to watch it?
it seems to me the link simply invokes media player to play without a way to save the file.
jbgao: Install the latest real player and you will be able to download these videos by right cliking on them.
Hope this helps!
Thank you for your contribution.
FWIW - I found this excellent lecture series from this blog: http://kmandcomputing.blogspot.com/, which features easy-to-understand examples of how to use RapidMiner, one of the best, or dare I say 'the best', free machine learning Swiss Army Knife applications.
Many, if not all of the models discussed in the video lectures are available in RapidMiner.
How can I download the file?
I want to rip the audio off it, so I can listen to it in the car.
Very helpful video.
I've been trying to get into this lately, but my starting point were usually some too advanced papers/videos, where I was lacking some basic knowledge and sometimes vocabulary to understand the motivation behind this or that etc.
Things just started to become much clearer to me and it gave me new ideas about how to proceed.
I anot able to download this video. If it's free, it should be downloadable, right ? My net connection is a little slow and I cant afford to watch this stuff often. Is there a way to download it ?
I wonder what's going on with the little discontinuity in the video around 16 minutes in.
It seems that part3 & part4 do not uploaded well. Could anybody help to fix it? Thx.
Nice introduction to Machine Learning!
R.I.P, Dr. Roweis...
R.I.P Pr. Roweis and thank you sooo much !
Dr. Roweis will be greatly missed. :(((
This video lecture always reminds me how great Dr. Sam Roweis is at teaching and explaining ideas.
why i cant see any of the videos. somebody help.
Is this the first in a series of only three lectures or is there a season of these lectures which forms a course of statistics and computing?
He has the gift of speaking. Most people can speak but few are listened. His one of those people who give speech and listeners are also involve and carried away by them.
I can't believe we lost this guy to the pressures of work and family. As a society we let him down.
If you're using Mac or Linux (e.g. Ubuntu) this should run fine as
mplayer -framedrop mms://velblod2.ijs.si:80/v001/72/olhyat2oqium33gl4xlvagqps22zlf4h.wmv
Hope this helps.
What a wonderful teacher and scholar. He was so generousness with his time and energy. I am shocked and sad to learn of his passing. May he rest in peace.
Thank you, Sam, for your inspiring lectures.
what a lost !!
what a great communicator!
My condolences to friends and family
Very good lecture.. The presentation style is very good...
Machine learning, a branch of artificial intelligence, is about the construction and study of systems that can learn from data. https://www.videocubix.com/
Graph neural networks (GNNs) are connectionist models that capture the dependence of graphs via message passing between the nodes of graphs. <a href="https://www.animationdok.com">https://www.animationdok.com</a>
Machine learnig is the first procedure and the structured probabilistic model is a probabilistic model for which a graph expresses the conditional dependence structure between random variables. https://www.animationdok.com/
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I was really interested in machine learning as I'm studying at university on tech faculty. Planning to become an programming engineer. There is more info here https://websitebeam.com/
Hey, dear cant watch your video which is about Machine Learning, Probability, and Graphical Models, and that is shared by you. I am going to start working for https://thebrickcase.com/ but soon free from it and come back here.
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