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Schedule*
This is an approximate schedule. It will be updated
as the class progresses.
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Exams | Due | |
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| 1 | Jan. 21 |
Introduction: HI! |
1/23 | No readings |
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| 2 | Jan. 28 |
Uncertainty (review?) |
1/28
*Class canceled Jan. 30* |
Ch. 13 |
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| 3 | Feb. 4 |
Probabilistic reasoning, exact |
2/4
2/6 |
Ch. 14-14.4 |
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| 4 | Feb. 11 |
Probabilistic reasoning, approximate |
2/11
2/13 |
Ch. 14.4-14.7 |
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Homework 1, Sunday Feb. 17 at 11:55 P.M.
table probabilities for copy-paste |
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| 5 | Feb. 18 |
Probabilistic reasoning over time |
2/18
2/20 |
Ch. 15-15.3 |
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| 6 | Feb. 25 |
Probabilistic reasoning over time |
2/25
2/27 | Ch. 15.3-15.5 |
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Homework 2, Sunday March 3 at 11:55 P.M.
prob345.txt varElim.txt clusterAB.txt |
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| 7 | March 4 |
Simple decisions |
3/4 | Ch. 16 |
Midterm 1, Wednesday March 6
Covers chapters 13-14 |
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| 8 | March 11 |
Complex decisions |
3/11
3/13 |
Ch. 17.1-17.3 |
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| March 18 |
Spring Break |
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| 9 | March 25 |
Complex decisions |
3/25
3/27 |
Ch. 17.4-17.6 |
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Homework 3, Sunday March 31 at 11:55 P.M.
waterTable.txt |
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| 10 | April 1 |
Learning from examples |
4/1
4/3 |
Ch. 18.1-18.5, 18.10 |
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| 11 | April 8 |
Learning from examples |
4/8
4/10 |
Ch. 18.6-18.7 |
Homework 4, Sunday April 14 at 11:55 P.M.
mdps.txt |
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| 12 | April 15 |
Learning from examples |
4/15 | Ch. 18.8-18.9 |
Midterm 2, Wednesday April 17
Covers chapters 15-17 |
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| 13 | April 22 |
Learning probabilistic models |
4/22
4/24 |
Ch. 20 |
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| 14 | April 29 |
Reinforcement learning |
4/29
5/1 |
Ch. 21 |
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Homework 5,
Sunday May 5 at 11:55 P.M.
p2Tree.csv |
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| 15 | May 6 |
Extra topics |
5/6 | TBA |
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| 16 | May 13 |
Finals |
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Final Exam, 1:30pm - 3:30pm Mechanical Engineering 108 (normal classroom) |
Project due Tuesday May 14 at 11:55 P.M. | |