[CPSC 340] Clustering

Описание к видео [CPSC 340] Clustering

Slides at https://ubc-cs.github.io/cpsc340/lect...

1st notebook at https://github.com/UBC-CS/cpsc340/blo...
2nd notebook at https://github.com/UBC-CS/cpsc340/blo...

Content based on original course materials created by Mark Schmidt.

0:00 random forest decision boundaries
2:15 model averaging demo
6:00 XGBoost demo
7:20 unsupervised learning
9:35 clustering intro
16:05 k-means intro
18:25 k-means demo
26:00 k-means outputs
28:40 k-means initializations
31:40 k-means issues
36:05 k-means as minimization
38:10 k-means cost
39:30 shape of clusters
42:30 DBSCAN

Комментарии

Информация по комментариям в разработке

Похожие видео