Media Summary: 0:00 Lecture starts 0:43 Best rank-k approximation (recap) 5:54 PCA vs. SVD 9:50 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 0:34 Announcements 2:58 Linear regression (recap) 5:40 Nonlinear regression (intro) 7:31 Linear ...
Data Mining Spring 2023 Random - Detailed Analysis & Overview
0:00 Lecture starts 0:43 Best rank-k approximation (recap) 5:54 PCA vs. SVD 9:50 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 0:34 Announcements 2:58 Linear regression (recap) 5:40 Nonlinear regression (intro) 7:31 Linear ... 0:00 Recording starts 0:20 Announcements 3:08 0:00 Recording starts 0:27 Count-Min Sketch (example) 42:27 References: Which algorithm to use? 44:10 Count-Min Sketch ... 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 ...
Repetition of hold-out method several times to improve the estimation of classifier performance is called 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 ... Email: dhavalmaheta1977.com Twitter: LinkedIn: ... In this video, we explore interpretability in classification trees take a look at large trees using the Pythagorean Tree viewer. In this video, Billy Decker of StatSlice Systems shows you how to
