| Syllabus | Schedule | Examples | FAQ | Assignments | My home page |
| Section 01: | Tuesday 04:00 PM - 05:15 PM, Thursday 04:00 PM - 05:15 PM | Class Number:12707/12706 |
| Science Building the 3rd floor S-3028 | ||
| Weeks | Meetings | Topic | Readings & Handouts | Examples & Web Resources |
|---|---|---|---|---|
| 1. | Jan 29 | Course Administration WEKA Data Mining Tutorial for First Time and Beginner Users (watch it; will be covered on the exam) |
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| Jan 31 |
Course Administration Weka Intro |
Slides: Weka Intro | ||
| 2. | Feb 5 | Weka Intro (continued) | ||
| Feb 7 | Input: Concepts, instances, attributes | Slides: Input: Concepts, instances, attributes | ||
| 3. | Feb 12 | Input: Concepts, instances,
attributes (continued) |
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| Feb 14 | Output: Knowledge representation | Slides: Output: Knowledge Representation | ||
| 4. | Feb 19 | Output: Knowledge representation (continued) | ||
| Feb 21 | Output: Knowledge representation (continued) | |||
| 5. | Feb 26 | Algorithms: The basic methods | Slides: Algorithms: The Basic Methods | |
| Feb 28 | Algorithms: The basic methods (continued) | |||
| 6. | Mar 5 | Algorithms: The basic methods (continued) | ||
| Mar 7 | Algorithms: Covering Algorithms:
Constructing Rules Pre-Midterm Exam Review |
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| 7. | Mar 12 | Reading Day |
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| Mar 14 | Midterm Exam | The Official US Time | ||
| 8. | Mar 19 | Spring Vacation (no class) | ||
| Mar 21 | Spring Vacation (no class) | |||
| 9. | Mar 26 | Post-Midterm Exam Review |
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| Mar 28 | Algorithms: Mining Association Rules | |||
| 10. | Apr 2 | Algorithms: Mining Association Rules (continued) | ||
| Apr 4 | Algorithms: Linear Models | |||
| 11. | Apr 9 | ArcGIS for Beginners (Invited Speaker: Yan Liu) | ||
| Apr 11 | Algorithms: Instance-Based Learning | |||
| 12. | Apr 16 | Algorithms: Instance-Based Learning (continued) | ||
| Apr 18 | Flood Forecasting: A Review (Invited Speaker: Ian Paynter) | |||
| 13. | Apr 23 | Algorithms: Clustering (continued) | ||
| Apr 25 | Algorithms: Multi-Instance Learning | |||
| 14. | Apr 30 | Term Project Progress Report | ||
| May 2 | Algorithms: Mining Association Rules (continued) | |||
| 15. | May 7 | Term Project Progress Report |
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| May 9 | Algorithms: Mining Association Rules (continued) | |||
| 16. | May 14 | Term Project Progress Report | Final Pre-Exam Review | |
| 17. | May 21 | Final Exam (4:00 - 5:15 PMClassroom: the Web Lab, S-3-028) |
| Top |
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