CS 444 Artificial Intelligence
Spring 2021
The general learning flow for this class is:
- Attend class where we will interleave lectures and labs. This is where we will introduce new concepts and methods.
- Read the assigned reading AFTER class/lecture. These readings will reinforce the topics from class. Reading material marked with "[Sup]" is supplemental and is encourgaged, but will not be covered on the quizzes. Reading is from Russell/Novig unless otherwise specified.
- Master quizzes each week (with an oppurtunity to take a requiz the following week)
| Week | Date | Topic | Readings | Assignment/Lab | Due |
| 1 | Jan 19 |
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Chp 1, Chp 2 | ||
| Jan 21 |
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PA 0 | |||
| 2 | Jan 26 | Chp 3.5 - end | HW 2 | HW 1 | |
| Jan 28 | Chp 4.1 | HW 3 |
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| 3 | Feb 2 | Hill Climbers Lab | |||
| Feb 4 | Chp 6.1 - 6.3 | HW4 |
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| 4 | Feb 9 | Assessment Day - No Class | |||
| Feb 11 | Chp 6.4 - 6.5 | PA 2 |
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| 5 | Feb 16 | Chp 5.1 - 5.4 | HW5 | ||
| Feb 18 |
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| 6 | Feb 23 |
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| Feb 25 |
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| 7 | Mar 2 | Chp 17.1 - 17.2 | |||
| Mar 4 | Chp 17.3 | HW6 | |||
| 8 | Mar 9 | Chp 22 | Quiz 3 | ||
| Mar 11 | |||||
| 9 | Mar 16 |
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| Mar 18 | Chp 7.1-7.4 |
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| 10 | Mar 23 | Chp 7.5 | |||
| Mar 25 | Chp 8.1 - 8.2 | ||||
| 11 | Mar 30 | Chp 8.3 | |||
| Apr 1 | |||||
| 12 | Apr 6 | No Class Semester Break 3 | |||
| Apr 8 | |||||
| 13 | Apr 13 | Bayes Representations | |||
| Apr 15 | |||||
| 14 | Apr 20 |
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| Apr 22 | MDP Lab PA3 | PA 3 | |||
| 15 | Apr 27 | Review of Muddiest Points PA3 work | |||
| Apr 29 | Bayes - Sampling | ||||
| 16 | May 4 | Exam | |||