Media Summary: 0:00 Recording start 0:27 Lecture start 0:33 Announcements 2:43 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 starts 0:29 Announcements 2:26 Spectral clustering (intro) 5:23 Graphs 21:34 Approx. the partitioning problem ...

Data Mining Spring 2023 K - Detailed Analysis & Overview

0:00 Recording start 0:27 Lecture start 0:33 Announcements 2:43 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 starts 0:29 Announcements 2:26 Spectral clustering (intro) 5:23 Graphs 21:34 Approx. the partitioning problem ... 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 Start 0:15 Lecture starts 0:20 Course Materials Copyright 1:10 Announcements 2:06 Choosing 0:00 Recording start 0:48 Announcements 8:43 Spectral clustering (finish) 16:59 Frequent items problem (intro) 21:37 Fi-frequent ...

0:00 Recording starts 0:42 Announcements 3:44 Distance metric learning 14:59 Recasting the optimization objective 33:21 ... 0:00 Recording starts 0:20 Lecture starts 0:27 Announcement (Piazza) 0:54 Plagiarism/cheating policy 1:31 Projects 12:14 ... 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 0:16 Lecture starts 0:17 Announcements 3:27 Clustering (intro) 11:14 Categories of clustering algos 23:38 ... Yeah from regression not from the beginning from January so only after 0:00 Recording starts 0:38 Lecture starts 0:50 Announcements 3:53 Recap 5:21 Multicolinearity 23:09 Principal Component ...

0:00 Recording starts 1:27 Lecture starts 1:55 MDS (motivation) 8:31 MDS (outline) 24:41 MDS (clarification) 39:17 LDA ... In this video, we use silhouette scores together with

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Data Mining (Spring 2023) - k-means
Data Mining (Spring 2023) – k-grams and Jaccard similarity
Data Mining (Spring 2023) - Spectral Clustering
Data Mining (Spring 2023) - Class Overview
Data Mining (Spring 2023) - Finishing Min Hashing
Data Mining (Spring 2023) - Streaming (Misra–Gries)
Data Mining (Spring 2023) - Distance metric learning + Outlier detection
Data Mining (Spring 2023) - Min Hashing
Data Mining (Spring 2023) - Statistical Principles
Data Mining (Spring 2023) - Hierarchical Clustering
Data Mining (Spring 2023) - Review
Data Mining (Spring 2023) - PCA & SVD
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Data Mining (Spring 2023) - k-means

Data Mining (Spring 2023) - k-means

0:00 Recording start 0:27 Lecture start 0:33 Announcements 2:43

Data Mining (Spring 2023) – k-grams and Jaccard similarity

Data Mining (Spring 2023) – k-grams and Jaccard similarity

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 ...

Sponsored
Data Mining (Spring 2023) - Spectral Clustering

Data Mining (Spring 2023) - Spectral Clustering

0:00 Recording starts 0:29 Announcements 2:26 Spectral clustering (intro) 5:23 Graphs 21:34 Approx. the partitioning problem ...

Data Mining (Spring 2023) - Class Overview

Data Mining (Spring 2023) - Class Overview

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 ...

Data Mining (Spring 2023) - Finishing Min Hashing

Data Mining (Spring 2023) - Finishing Min Hashing

0:00 Recording Start 0:15 Lecture starts 0:20 Course Materials Copyright 1:10 Announcements 2:06 Choosing

Sponsored
Data Mining (Spring 2023) - Streaming (Misra–Gries)

Data Mining (Spring 2023) - Streaming (Misra–Gries)

0:00 Recording start 0:48 Announcements 8:43 Spectral clustering (finish) 16:59 Frequent items problem (intro) 21:37 Fi-frequent ...

Data Mining (Spring 2023) - Distance metric learning + Outlier detection

Data Mining (Spring 2023) - Distance metric learning + Outlier detection

0:00 Recording starts 0:42 Announcements 3:44 Distance metric learning 14:59 Recasting the optimization objective 33:21 ...

Data Mining (Spring 2023) - Min Hashing

Data Mining (Spring 2023) - Min Hashing

0:00 Recording starts 0:20 Lecture starts 0:27 Announcement (Piazza) 0:54 Plagiarism/cheating policy 1:31 Projects 12:14 ...

Data Mining (Spring 2023) - Statistical Principles

Data Mining (Spring 2023) - Statistical Principles

0:00 Recording starts 0:32 Lecture starts 0:44 Announcements 10:35 Motivation 11:13 IID assumptions 18:50 Notation (today) ...

Data Mining (Spring 2023) - Hierarchical Clustering

Data Mining (Spring 2023) - Hierarchical Clustering

0:00 Recording starts 0:16 Lecture starts 0:17 Announcements 3:27 Clustering (intro) 11:14 Categories of clustering algos 23:38 ...

Data Mining (Spring 2023) - Review

Data Mining (Spring 2023) - Review

Yeah from regression not from the beginning from January so only after

Data Mining (Spring 2023) - PCA & SVD

Data Mining (Spring 2023) - PCA & SVD

0:00 Recording starts 0:38 Lecture starts 0:50 Announcements 3:53 Recap 5:21 Multicolinearity 23:09 Principal Component ...

Data Mining (Spring 2023) - Multidimensional scaling (MDS) & Linear discriminant analysis (LDA)

Data Mining (Spring 2023) - Multidimensional scaling (MDS) & Linear discriminant analysis (LDA)

0:00 Recording starts 1:27 Lecture starts 1:55 MDS (motivation) 8:31 MDS (outline) 24:41 MDS (clarification) 39:17 LDA ...

K-Modes intuition and example

K-Modes intuition and example

An example of

Data Mining (Spring 2023) - Random Projection

Data Mining (Spring 2023) - Random Projection

0:00 Lecture starts 0:43 Best rank-

How to choose k for k-Means?

How to choose k for k-Means?

In this video, we use silhouette scores together with

Data Mining-lecture1 (Spring 18)

Data Mining-lecture1 (Spring 18)

My Event Description.

Getting Started with Orange 11: k-Means

Getting Started with Orange 11: k-Means

Explanation of

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