Overview
This is a newly revised course. Material may be changed and re-organized with minimal notice. This page will be updated on a weekly and sometimes daily basis. Lectures notes will be linked off this page.
| Date | Topic | Reading assignments and links | Assignments |
|---|---|---|---|
Week 1 |
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| March 30 | Introduction to AI | R&N Chapter 1 |
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| April 1 | Agents |
R&N Chapter 2 | |
Week 2 |
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| April 4 | Fundamentals of Probability | ||
| April 6 | Uncertainty and Bayesian Networks |
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| April 8 | Bayesian Networks |
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Weeks 3 |
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| April 11 | |||
| April 13 | |||
| April 15 | Inference in Bayesian Networks | ||
Weeks 4 |
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| April 18 | Learning in Bayesian Networks | ||
| April 20 | Project Proposal Presentation | Project Proposal | |
| April 22 | Learning with Incomplete Data | ||
Week 5 |
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| April 25 | Class cancelled |
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| April 27 | Class cancelled |
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| April 29 | Class cancelled | ||
Week 6 |
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| May 2 | Hidden Markov Models | ||
| May 4 | Hidden Markov Models | ||
| May 6 | Hidden Markov Models | ||
Week 7 |
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| May 9 | Thinking Machines | Presenter: Andrew Cherne | |
| May 11 | Urban Challenge | Presenter: Ryan Kingston, Adrian Kostrubiak | |
| May 13 | AI & Music | Presenter: Alison Mattek | |
Week 8 |
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| May 16 | Modeling Driver's Speech under Stress | Presenter: Alina Djamankulova | |
| May 18 | Project Updates | Andrew&Robin, Alina, Ryan&Adrian, Kan | |
| May 19 | Project Updates | Radhika&Rui, Arjun, Alison, Jyotish | |
| May 20 | Building Watson: An Overview of DeepQA Project | Presenter: Radhika Bhasin and Rui Xie | |
Week 9 |
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| May 23 | Presenter: Robin Chhetri Presenter: Kan Wu |
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| May 25 | An Introduction to Conditional Random Fields | Presenter: Arjun Krishna, Jyotishman Nag | |
| May 27 | Project Presentations | ||
Week 10 |
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| June 1 | Project Presentations | ||