Exploring Data Mining Spring 2023 Frequent Directions
Exploring Data Mining Spring 2023 Frequent Directions reveals several interesting facts.
- 0:00 Recording starts 0:27 Count-Min Sketch (example) 42:27 References: Which algorithm to use? 44:10 Count-Min Sketch ...
- Many interesting applications may need to find sequential patterns (i.e.,
- 07 Frequent Directions
- Data mining
In-Depth Information on Data Mining Spring 2023 Frequent Directions
0:00 Recording starts 0:20 Announcements 3:08 Random projection (motivation recap) 7:08 Random projection (algorithm recap) ... 0:00 Recording starts 0:32 Lecture starts 0:44 Announcements 10:35 Motivation 11:13 IID assumptions 18:50 Notation (today) ... 0:00 Recording starts 0:44 Lecture starts 0:52 Announcements 4:07 Revisit: Prob[candidate]-similarity curves 10:32 Revist (d1,d2 ... 0:00 Recording start 0:48 Lecture begins 2:16 The logistics of the course 5:05 Website (main) 9:48 Pre-requisites 15:40 Reading ...
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