Week | Date | Lectures and Reading | Due Dates | ||||||
01 | Jan. 14/16 |
Syllabus and Introductions |
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02 | Jan. 21/23 | Getting to Know Your Data & Similarity | |||||||
03 | Jan. 28/30 | Data Preprocessing | HW01 Due (Friday, Jan. 31) | ||||||
04 | Feb. 04/06 | Semi-Structured Data | |||||||
05 | Feb. 11/13 | Classification/Clustering | |||||||
06 | Feb. 18/20 | Classification/Clustering | |||||||
07 | Feb. 25/27 | Pattern Mining - Apriori | HW02 Due (Friday, Feb. 28) | ||||||
08 | March 03/05 | Revision/Midterm I (March 05) |
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09 | March 10/12 | No Classes - Spring Break | |||||||
10 | March17/19 | No Classes - Spring Break | |||||||
11 | March 24/26 | Pattern Mining - FP Growth | |||||||
12 | March 31/April 02 | NoSQL | HW03 Due (Sunday, April 5) | ||||||
13 | April 07/09 | Mining Time Series/Spatial/Graph Data | |||||||
14 | April 14/16 | Presentations/Demo (Online Video Link) | |||||||
15 | April 21/23 |
Midterm II | HW04 Due (Sunday, April 26) |