| Friday |
11 |
34-302
|
| Friday |
2 |
34-304
|
| Friday |
3 |
34-304 |
| Recitation |
Topic
|
Handouts, etc.
|
| 1 |
Rules |
Handout 1 (Zookeeper), Handout 2 (Naive Bagger), Problem 1 (Alarm), Problem 1 Soln, Pseudocode for Forward and Backward Chaining
|
| 2 |
Search |
Handout (Notes+Problem)
|
| 3 |
Optimal Search and Search in Games |
Handout (Corrected typo in problem 1.a.iv!), Notes
|
| 4 |
Progressive Deepening for Search in Games |
Handout (Solution)
|
| 5 |
Quiz 1 Review |
Review Problems (Solutions)
|
| 6 |
Constraints |
Notes, Problem: Train Scheduling
(Solution)
|
| 7 |
More Constraint Problems |
Final 2000 Problem 3 (Revised) (Solution), Quiz 1 Review for 6.034 Spring 2005: Third CSP Problem (Solution), Fourth CSP Problem (Solution)
|
| 8 |
Nearest Neighbors (NN) and Identification/Decision (ID) Trees |
Handouts: Notes, Notes and Problem on Drawing Decision Boundary in Nearest Neighbors (Solution), ID Tree Problem with Misc. Notes on Average Disorder, ID Tree Problem from Exam 2 Fall 2001 (Solution)
Practice Problems: k-Nearest Neighbors Problem with Solution (from Prof. Winston's Book), problems from Exam 2 Fall 2000 (Solution) and Final Fall 2002 (Solution) Additional Information: Slides on k-NNs and ID Trees, Intoductory Slides on Machine Learning, including NNs and ID Trees [Part I] [Part II] Demonstrations: Nearest Neighbor (See demonstrations page in main course web page), ID Tree Java Applet Demo |
| 9 |
Neural Networks |
Courtesy of Sourabh Niyogi (Follow the link to his recitation page for problems/handouts.)
|
| 10 |
Support Vector Machines (SVMs) |
Problems/Handouts: Practice Exercises on Demostration Program and SVM Math (Solution), 2002 Final Problem 6 (Solution). More Problems: 2001 Final Problem 5 (Solution)
|
| 11 |
Boosting |
Courtesy of Sourabh Niyogi (Follow the link to his recitation page for problems/handouts.), Boosting Notes (REVISED) |
| 12 |
SVM's 2 |
Courtesy of Sourabh Niyogi (Follow the link to his recitation page for problems/handouts.) |
| |
Review Session |
Boosting Problem Solution, Boosting Notes (REVISED) |