CSCI 630-01 Foundations of Intelligent Systems
Department of Computer Science, RIT (Fall 2015)

Instructor: Prof. Richard Zanibbi ( rxzvcs(at)rit.edu )
  Office Hrs (GOL-3551): MWF 2-3pm (after class), Fri. 10-11am   Lectures (GOL-3455): MWF 1-2pm
Teaching Assistant: Kedarnath Calangutkar (krc9698 at rit dt edu )
  Office Hrs (Grad Lab, GOL-3650): MW 10-11am Tutorials: Fri. 12-1pm (GOL 3000, beside CS main office)

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Schedule

Please note the schedule and readings may change during the quarter. Changes to the schedule will be announced in-class and on the 'news' web page.

Week	Topics	Notes
1	Overview and History
	Ch. 1.1 - 1.5, 2
---	Search
2	Search Review
	Ch. 3.1-3.4
3	Informed (Heuristic) Search	(No class Mon.) Assignment 1 Due
	Ch. 3.5-3.7; 4.1-4.2
4	Game Search and Minimax	Assignment 2 Due
	Ch. 5
---	Machine Learning
5	Probability Review	Project 1 Assigned
	Ch. 13.1-13.3, Appendix A
6	Decision Trees, AdaBoost	Assignment 3 Due
	Chs. 18.1-18.3, 18.10
7	Logistic Regression	Project 1 Due
	Ch. 18.6
8	Multi-Layer Perceptrons	(No class Mon.) Fri: Midterm
	Ch. 18.7, Notes
9	MLPs, Continued
---	Logic and Logic Programming
10	Propositional Logic	Project 2 Assigned
	Ch. 7
11	Propositional Logic, Cont'd	Assignment 4 due
	Ch. 7
12	Predicate Logic
	Ch. 8.1-8.5
13	Predicate Logic, Continued	Project 2 Due
	Ch. 9
14	Finsh Logic	(No class on Wed. and Fri.)
---	Review and Applications
15-16	Group Research Pres. and Review	Assignment 5 due (Wk 15)
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17	Final Exam: Fri. Dec. 18, 12:30-2:30pm	Location: GOL-3455 (classroom)

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