This outline is tentative and subject to change.
Videos from the in-person lectures will appear on this mediaspace channel and will also be linked into the schedule below. You may need to be on the university network (either for real or on the VPN) in order to access the lecture capture videos.
Optional supplementary readings are on a separate page.
Lectures in red are prerecorded. Readings not covered in lecture are also in red. Prerecorded lectures and/or reading-only content will be used to make room for the conflict/makeup quizzes, for reviews of content from prerequisite courses, and to cover lectures that can't be held in person for other reasons (e.g. sick instructor, malfunctioning classroom A/V).
| Date | Topics | Lecture Videos | Lecture Notes and Readings | Quizzes/MPs | In Real Life | |
|---|---|---|---|---|---|---|
| Aug 26-30 | Week 1 | Intro Probability |
Intro Naive Bayes 1 Naive Bayes 2 |
Intro Probability Review Naive Bayes |
||
| Sept 2-6 | Week 2 | Naive Bayes Search |
Search 1 | Naive Bayes Details Search |
Mon is Labor Day | |
| Sept 9-13 | Week 3 | Search | Search 2 Search 3 |
A* Search third lecture slides Edit Distance |
MP 1 due Mon Quiz 1 Wed |
Mon is Add Date |
| Sept 16-20 | Week 4 | Robotics | Robotics 1 Robotics 2 |
Robotics Geometry cheat sheet |
Quiz 1 makeups Mon MP 2 due Mon |
Reflections/Projections Wed-Sun Mon is Mexican Independence Day Tues is Moon Festival |
| Sept 23-27 | Week 5 | Bayes nets Natural Language |
Bayes Nets 1 Bayes Nets 2/NLP 1 |
Bayes nets Natural language |
MP 3 due Mon Quiz 2 Wed |
|
| Sept 30-Oct 4 | Week 6 | Natural Language | NLP 2 NLP 3/HMM 1 |
Hidden Markov Models | Quiz 2 makeups Mon MP 4 due Mon |
Rosh Hashanan Thurs-Fri Sun Vet Med Open House |
| Oct 7-11 | Week 7 | Hidden Markov Models Computer Vision |
HMM 2
Vision 1 |
Jurafsky and Martin 17.1, 17.2, 17.4 Computer Vision |
MP 5 due Mon Quiz 3 Wed |
Yom Kippur Sat |
| Oct 14-18 | Week 8 | Classifiers/Linear Classifiers | Vision2/Classifiers 1 Classifiers 2/Linear Classifiers 1 |
Classifiers Basic Classifiers Linear classifiers |
Quiz 3 makeups Mon MP 6 due Mon |
Drop date Fri |
| Oct 21-25 | Week 9 | Linear classifiers Neural Nets | Linear Classifiers 2 Neural Nets 1 |
Neural Nets | MP 7 due Mon Quiz 4 Wed |
|
| Oct 28-Nov 1 | Week 10 | Neural Nets Vector Semantics |
Neural Nets 2/Vector Semantics 1
Vector Semantics 2 |
Vector Semantics | Quiz 4 makeups Mon MP 8 due Mon |
Thurs is Halloween Fri is Diwali Clocks change Sun |
| Nov 4-8 | Week 11 | Reinforcement Learning | Reinforcement Learning 1
Reinforcement Learning 2 |
Reinforcement Learning | MP 9 due Mon Quiz 5 Wed |
Tues is Election Day |
| Nov 11-15 | Week 12 | Constraint Satisfaction Classical Planning |
Constraint Satisfaction 1
Constraint Satisfaction 2/Planning 1 |
Constraint Satisfaction Classical Planning |
Quiz 5 makeups Mon MP 10 due Mon |
Mon is Armistice Day |
| Nov 18-22 | Week 13 | Classical Planning Games |
Planning 2/Games 1 | Games | MP 11 due Mon Quiz 6 Wed |
|
| Nov 25-29 | Hanging out and eating too much | |||||
| Dec 2-6 | Week 14 | Games/More Neural Nets | Quiz 6 makeups Mon | |||
| Dec 9-13 | Week 15 | More Neural Nets/TBD | MP 12 due Mon | Thurs is reading day Finals start Fri |
||
| Dec 16-20 | Finals | Final (= Quiz 7) is Mon Dec 16, 8-11am | ||||