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CS 180 - Artificial Intelligence

 
 

Announcements

  • October 28 - Grades are now available. Check the Files section for the PDF. I will be submitting the grades (via the CRS) tomorrow morning.
  • October 9 - Deadline for 2nd MP moved to October 18, Friday. However, submissions on dates after the 18th will not merit any points, but is still a requirement to avoid a grade of incomplete. Please be advised.

Recent Files

  • CS 180 Grades - For Posting.pdf   33k - Oct 28, 2008, 7:31 AM by Jan Michael Yap (v1)
  • dataset.txt   62k - Sep 24, 2008, 7:39 PM by Jan Michael Yap (v1)
    ‎Dataset for Machine Problem 2‎
  • CS 180 - Session 12 - 09092008.ppt   229k - Sep 15, 2008, 11:49 PM by Jan Michael Yap (v2)
    ‎Machine Learning: Bayesian Classification‎
  • CS 180 - Session 14 - 09162008.ppt   429k - Sep 15, 2008, 11:39 PM by Jan Michael Yap (v2)
    ‎Machine Learning: Neural Networks‎
  • CS180 - Session 13 - 09112008.ppt   237k - Sep 15, 2008, 11:39 PM by Jan Michael Yap (v2)
    ‎Machine Learning: Hidden Markov Models‎
Showing 5 files from page CS 180 Files.
 


Course Outline

Date    
 Lesson Slides / Materials
 June 12, 2008
What is AI?
.ppt
 June 17, 2008
Intelligent Agents
.ppt
 June 19, 2008
Solving Problems By  Searching - Intro
.ppt
 June 24, 2008   Blind Search Strategies  .ppt
 July 3, 2008
Heuristic Search Strategies: Greedy Search  .ppt
 July 8, 2008
Heuristic Search Strategies: A* Search  .ppt
 July 10, 2008
Adversarial Search: Games  .ppt
 July 22, 2008
1st Long Exam
 
 July 27, 2008
Machine Problem 1 Specs  .pdf
 July 31, 2008
Knowledge Representation: Ontologies  .ppt
 August 12, 2008
Logic-Based Reasoning
.ppt
 (To be discussed with Bayesian Classfication)
Probabilistic Reasoning
 
 August 26, 2008
2nd Long Exam
 
 September 2, 2008
Machine Learning: Decision Trees
.ppt
 September 9, 2008
Machine Learning: Bayesian Classification
.ppt
 September 11, 2008
Machine Learning: Hidden Markov Models
.ppt
 September 16, 2008
Machine Learning: Neural Networks
.ppt
 3rd Long Exam
 
 Machine Problem 2 Specs