Department of Computer Science, RIT (Fall 2017)
CSCI 630-01 Foundations of Intelligent Systems
Instructor: Prof. Richard Zanibbi
( rxzvcs(at)rit.edu )
Office Hrs (GOL-3551): Wed 11:15am-1:15pm, Fri. 2:30-3:25pm
Lectures (GOL-3560): Mon, Wed, Fri 1:25-2:20pm
Teaching Assistant: Karan Jariwala (kkj1811(at)rit.edu)
Office Hrs (CS Tutoring Center): Tuesdays and Thursdays, 1-2pm
[ News ] -- [ Schedule ] -- [ Syllabus ] -- [ Resources ] -- [ MyCourses ]
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 (3 weeks) 2 Search Review (No class Monday) Ch. 3.1-3.4 3 Informed (Heuristic) Search Assignment 1 Due Ch. 3.5-3.7; 4.1-4.2 4 Game Search and Minimax Assignment 2 Due Ch. 5 --- Machine Learning (6 weeks) 5 Probability Review Project 1 Assigned Ch. 13.1-13.3, Appendix A 6 Decision Trees, AdaBoost (Wed/Thurs: Career Fair/Interviews) Chs. 18.1-18.3, 18.10 7 Logistic Regression (No class Monday) Ch. 18.6 8 Multi-Layer Perceptrons Project 1 Due Ch. 18.7, Notes 9 Machine Learning, Continued Fri: Midterm
10 Machine Learning, Continued Assignment 3 Due --- Logic and Logic Programming (3 weeks) 11 Propositional Logic (Fri: last day for 'W' drop) Project 2 Assigned Ch. 7 12 Predicate Logic A4 Due Ch. 8.1-8.5 13 Predicate Logic, Continued (Thanksgiving: no class Wed & Fri) Ch. 9 --- Applications and Review (2 weeks) 14 Group Research Presentations Project 2 is Due 15 Research Presentatons and Review Assignment 5 due 16 Review (no class Wed. or Fri.) --- Final Exam (Wk 17) Mon. Dec. 18th, 12:30 - 2:30pm Location: GOL 3560 (classroom)