| Syllabus | Schedule | FAQ | Assignments | My home page |
| Section 01: | Monday 04:00 PM - 05:15 PM, Wednesday 04:00 PM - 05:15 PM | Class Number: 3218 for CS 470, 3219 for CS 670 |
| McCormick 2nd floor M2-0417 | ||
| Weeks | Meetings | Topic | Readings & Handouts | Examples & Web Resources |
|---|---|---|---|---|
| 1. | Sept. 6, no class, Labor Day (Holiday) | |||
| Sept. 8 | Course Administration | |||
| 2. | Sept. 13 | Introduction to AI |
Ch 1 Slide: Introduction to AI |
|
| Sept. 15 | Solving Problem by Searching |
Ch 3.1 ~ Ch 3.3 Slides: Solving Problem by Searching |
||
| 3. | Sept. 20 | Uninformed Search Strategies |
Ch 3.4 ~ Ch 3.5 Slides: Uninformed Search Strategies |
|
| Sept. 22 | Uninformed Search Strategies (continued) | |||
| 4. | Sept. 27 | Uninformed Search Strategies (continued) Informed Search and Exploration |
Ch 4 Slides: Informed Search and Exploration Part I |
|
| Sept. 29 | Informed Search and Exploration
(continued) Pre-Exam Review |
Pre-Exam Review | ||
| 5. | Oct. 4 | Introduction to Weka (class will be in the Web Lab) |
Slides: Introduction to Weka | |
| Oct. 6 | Examination |
The Official US Time | ||
| 6. | Oct. 11, no class, Columbus Day (Holiday) | |||
| Oct. 13 | Exam Review | |||
| 7. | Oct. 18 |
Homework 1 Review Informed Search and Exploration (continued) |
Slides: Informed Search and Exploration Part II | |
| Oct. 20 | Term Project Requirement Analysis | |||
| 8. | Oct. 25 | Informed Search and Exploration
(continued) Distance Learning Session |
Slides: Informed Search and Exploration Part III | |
| Oct. 27 | Team meeting day (no class) | |||
| 9. | Nov. 1 | Informed Search and Exploration
(continued) Distance Learning Session |
|
|
| Nov. 3 | no class; make-up class on Dec. 15 |
|
||
| 10. | Nov. 8 | Informed Search and Exploration (revisit) | ||
| Nov. 10 | Informed Search and Exploration (continued) | |||
| 11. | Nov. 15 | Adversarial Search |
Ch 6 Slides: Adversarial Search |
|
| Nov. 17 | Probabilistic Reasoning & Statistical Learning Models |
Ch 13 ~ Ch 14, Ch 20.2 Slides: Uncertainty |
||
| 12. | Nov. 22 | Probabilistic Reasoning & Statistical Learning Models (continued) | ||
| Nov. 24 | Probabilistic Reasoning & Statistical Learning Models (continued) | |||
| 13. | Nov. 29 | Probabilistic Reasoning & Statistical
Learning Models (continued) Classification: Basic Concepts |
||
| Dec. 1 | Classification: Nearest-Neighbor Classifiers | |||
| 14. | Dec. 6 | Classification: Decision Trees | ||
| Dec. 8 | Classification: Ensemble Methods | |||
| 15. | Dec. 13 | Classification: Ensemble Methods (continued) | ||
| Dec. 15 | Class Make-Up | |||
| 16. | Dec. 22 (Wednesday 3:00 - 6:00 PM) | Term Project Presentation Classroom: McCormick 2nd floor M02-0415 |
||
| Top |
© Wei Ding, 2010, all rights reserved. This document is made available for use by the students of CS 470/670 at the University of Massachusetts Boston. Copying, distribution or other use of this document without express permission of the author is forbidden. You may create links to pages in this web site, but may not copy all or part of the text without permission of the author.