This short and simple tutorial overviews the problem of learning Bayesian networks from data, and the approaches that are used. This is an area of active research by many research group, including Andrew and his students (see the Auton Lab Website for more details).
Powerpoint Format: The Powerpoint originals of these slides are freely available to anyone who wishes to use them for their own work, or who wishes to teach using them in an academic institution. Please email Andrew Moore at firstname.lastname@example.org if you would like him to send them to you. The only restriction is that they are not freely available for use as teaching materials in classes or tutorials outside degree-granting academic institutions.
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