This outline is tentative and subject to change.
You may need to be on the university network (either for real or on the VPN) in order to access the lecture capture videos.
Readings are on a separate page.
Lectures in red are prerecorded. Prerecorded lecture content may be used if we run into technical problems, e.g. the classroom projector won't turn on (which has happened).
| Date | Topics | Lecture Videos | Lecture Notes | Quizzes/MPs | In Real Life | |
|---|---|---|---|---|---|---|
| Aug 21-25 | Week 1 | Intro Probability |
Intro Probability 1, 2 Probablility 3, 4 |
Intro Probability |
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| August 28-Sept 1 | Week 2 | Naive Bayes Search |
Naive Bayes 1
Naive Bayes 2 Naive Bayes 3/Search 1 |
Naive Bayes
Search |
Fri is Add date | |
| Sept 4-8 | Week 3 | Search | Holiday Monday Search 2 Quiz Friday |
see week 2 | Quiz 1 Friday | Mon is Labor Day |
| Sept 11-15 | Week 4 | A* Search Edit Distance Robot Motion |
A* search
Edit Distance/Robots 1 Robots 2 |
A* Search Edit Distance Robots Geometry Cheat Sheet |
MP 1 due Monday | Rosh Hashanah Sat/Sun Sat is Mexican Independence Day |
| Sept 18-22 | Week 5 | Bayes nets Natural Language |
Bayes Nets 1a
Bayes Nets 1b Bayes Nets 2 |
Bayes Nets |
MP 2 due Monday Quiz 2 Friday |
|
| Sept 25-29 | Week 6 | Natural Language Hidden Markov Models |
NLP 1
NLP 2 HMM 1 |
NLP
HMM |
MP 3 due Monday | Mon is Yom Kippur Moon Festival Fri Sun Vet Med Open House |
| Oct 2-6 | Week 7 | Hidden Markov Models Computer Vision |
HMM 2/Vision 1
Vision 2 |
Computer Vision ( no animals) | MP 4 due Monday Quiz 3 Friday |
|
| Oct 9-13 | Week 8 | Classifiers/Linear Classifiers | Vision 3/Classifiers 1
Classifiers 2 Classifiers 3/Linear Classifiers 1 |
Classifiers
Linear Classifiers |
MP 5 due Monday | Drop date Fri |
| Oct 16-20 | Week 9 | Linear classifiers Neural Nets |
Linear Classifiers 2
Neural nets 1 |
Neural Nets | MP 6 due Monday Quiz 4 Friday |
|
| Oct 23-27 | Week 10 | Neural Nets Vector Semantics |
Neural Nets 2
Vector Semantics 1 Vector Semantics 2 |
Vector Semantics | MP 7 due Monday | |
| Oct 30-Nov 3 | Week 11 | Reinforcement Learning | RL 1
RL 2 |
Reinforcement Leanring | MP 8 due Monday Quiz 5 Friday |
Tues is Halloween Clocks change Sun |
| Nov 6-10 | Week 12 | Constraint Satisfaction Classical Planning |
CSP 1
CSP 2/Planning 1 Planning 2 |
CSP
Classical Planning |
MP 9 due Monday | Sat is Armistice Day Sun is Diwali |
| Nov 13-17 | Week 13 | Classical Planning Games |
Planning 3
Games 1 |
Games | MP 10 due Monday Quiz 6 Friday |
|
| Nov 20-24 | Hanging out and eating too much | |||||
| Nov 27-Dec 1 | Week 14 | Games | Games 2
Stochastic Games |
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| Dec 4-8 | Week 15 | Mon: no class Wed: Makeups (9am for Quizzes 1-5, 9:25 for Quiz 6) |
MP 12 due Monday | Thurs is reading day Finals start Fri |
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| Dec 11-15 | Finals | Final (= Quiz 7) is
Monday Dec 11, 9-11am 9:25: Quiz 7 10:00 Makeups for quizzes 1-6 10:30 Additional time if you have two quizzes to make up |
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