Data Mining Spring 2023 Statistical

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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 0:45 Lecture starts 0:56 Drop/Withdrawal policy 1:26 Changes to the syllabus 4:34 Clarification of Lecture 2 ... 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 ... 0:00 Recording starts 0:44 Lecture starts 0:52 Announcements 4:07 Revisit: Prob[candidate]-similarity curves 10:32 Revist (d1,d2 ... And if I fix the data to a tabular form it will not it will not be the general data which we'll talk about when I talk about Yeah from regression not from the beginning from January so only after

0:00 Recording starts 0:34 Announcements 2:58 Linear regression (recap) 5:40 Nonlinear regression (intro) 7:31 Linear ... 0:00 Recording Start 0:15 Lecture starts 0:20 Course Materials Copyright 1:10 Announcements 2:06 Choosing k for minhashing ... 0:00 Recording starts 1:12 Lecture starts 2:03 Mid-semester course feedback / changes 18:04 Project intermediate report 22:40 ... 0:00 Recording starts 0:42 Announcements 3:44 Distance metric learning 14:59 Recasting the optimization objective 33:21 ... 0:00 Recording start 0:27 Lecture start 0:33 Announcements 2:43 k-means (intro) 8:28 k-means (formally) 17:03 Lloyd's algorithm ...