6.034 Spring 2007 Handouts

Recitation Notes

• Rec. 1 Scheme Review and Matching (handout)
• Rec. 2 Machine Learning I (handout) (solutions)
• Rec. 3 Machine Learning II (handout) (solutions)
• Rec. 4 Machine Learning III (handout) (solutions)
• Rec. Project 1 (see the Projects page)
• Project 1 Interview (schedule)
• Rec. 5 Search (handout) (solutions)
• Rec. 6 CSP (handout) (solutions)
• Project 2 Interview (schedule)
• Rec. 7 Logic I (handout) (solutions)
• Rec. 8 Logic II (handout) (solutions)

Course Notes

• Feb 7 - About 6.034 (PDF, 2 pages)
• Feb 12 - Chapter 2 (Learning Intro) handout (PDF, 55 pages)
• Feb 20 - Chapter 3 (Continuous Features & Perceptrons) handout (PDF, 34 pages)
• Feb 26 - Chapter 4 (Neural Nets & SVM) handout (PDF, 48 pages)
• Mar 12 - Jaakkola lecture on SVMs in computational biology (PDF)
• Mar 14 - Jaakkola lecture on SVMs in recommender systems (PDF)
• Mar 19 - Chapter 5 (Search) handout (PDF, 52 pages)
• Apr 2 - Chapter 6 (CSP & Games) handout (PDF, 27 pages)
• Apr 23 - Chapter 7 (Logic I) handout (PDF, 56 pages)
• Apr 30 - Chapter 8 (Logic II) handout (PDF, 60 pages)
• May 7 - FOL Planning handout (PDF, 4 upside-down pages) (drawn from AIMA)
• May 14 - Chapter 9 (Rules & NLP) handout (PDF, 40 pages)

Quizzes & Review Materials

• Quiz 1 Review (PDF, 66 pages)
• Quiz 1 Review Solution (PDF, 60 pages)
• Quiz 1 Solutions (PDF, 8 pages)
• Quiz 2 Review (PDF, 37 pages)
• Quiz 2 Review Solution (updated 3/11) (PDF, 38 pages)
• Quiz 2 Solutions (PDF, 9 pages)
• Quiz 3 Review (PDF, 17 pages)
• Quiz 3 Review Solution (PDF, 18 pages)
• Quiz 3 Solutions (PDF, 6 pages)