• 05/05/2000: Lecture 45 (the last lecture of the course, containing the full course review and summary) is now online.
• 05/28/2000: Updated final grades, posted by pseudonym, are now online. Check your e-mail for your randomly generated pseudonym if you never submitted one.
• 05/28/2000: The mean term project score is 184 out of 250.
• 05/28/2000: Statistics for the overall score are as follows: possible 1000 (100%), min 765 (76.5%), max 979 (97.9%), mean 861.7 (86.2%), stdev 46.0 (4.6%).
• 05/29/2000: Score statistics and histograms, produced using Dr. Rob Hasker's gr, are now online.
• 03/27/2002: Sample exams 2000 Samples Sample Problems 2000 Problems

	Course Information
	Class Web Board (Discussions and Questions)
	Resources on the Web
	Handouts
	Lecture Notes
	Homework/Solutions

	Text: Artificial Intelligence: A Modern Approach, S. J. Russell and P. Norvig. Prentice Hall, 1995. ISBN: 0131038052
	Selected reading (recommended books, on reserve in CIS Library): Neural Networks for Pattern Recognition, C. M. Bishop. Oxford University Press, 1995. ISBN: 0198538499 Genetic Algorithms in Search, Optimization, and Machine Learning, D. E. Goldberg. Addison-Wesley, 1989. ISBN: 0201157675
	Additional bibliography (excerpted in course notes and handouts): Machine Learning, T. M. Mitchell. McGraw-Hill, 1997. ISBN: 0070428077 Advances in Knowledge Discovery and Data Mining, U. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, eds. MIT Press, 1996. ISBN: 0262560976 Readings in Machine Learning, J. W. Shavlik and T. G. Dietterich, eds. Morgan Kaufmann, 1990. ISBN: 1558601430 Readings in Computer Inference and Knowledge Acquisition, B. G. Buchanan and D. C. Wilkins, eds. Morgan Kaufmann, 1993. ISBN: 1558601635 Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference, Revised Second Printing, J. Pearl. Morgan Kaufmann, 1991. ISBN: 1558604790 Genetic Programming: On The Programming of Computers by Means of Natural Selection, J. Koza. MIT Press, 1992. ISBN: 0262111705 Pattern Classification and Scene Analysis, R. O. Duda and P. E. Hart. John Wiley and Sons, 1973. ISBN: 0471223611

Page created: 09/08/1999 Last updated: 05/30/2000 William H. Hsu