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Help: Ask HN: Bayes network tutorial with many examples.

4 points by geekytenny 15 years ago · 4 comments · 1 min read


Help, i need to thoroughly understand bayes networks.....to get grounded in ai. i have googled....but not found that material that is shows enough examples.... .help with links.....or any stuff copyright will allow you share......Thanks..

timgluz 15 years ago

Sadly, there is no KhanAcademy for BayesNet. I learned a lot about Bayesian network, using those three source above:

1. book "Bayesian AI": http://www.csse.monash.edu.au/bai/book/about.php

2. 3hour advanced videotutorial: http://videolectures.net/kdd07_neapolitan_lbn/

3. finally Google scholar: http://scholar.google.fi/scholar?hl=en&q=bayesian+networ...

ps: Nice article: "Bayesian Networks without tears" by Eugene Charniak: http://www.aaai.org/ojs/index.php/aimagazine/article/view/91...

conductrics 15 years ago

To get grounded in AI buy Russell and Norvig's AI text http://aima.cs.berkeley.edu/ They also cover Bayes Nets - btw just remember that at its heart, the Bayes Net is just a compact way to write/represent a joint distribution. Good Luck

geekytennyOP 15 years ago

?? Where has the 'edit' link gone? I wanted to edit some typos here...

geekytennyOP 15 years ago

timgluz, Thank you.

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