CSCI 630-01: Foundations of Intelligent Systems (Fall 2017)

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 ]


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 (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)