Introduction to machine learning: Clustering
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Introduction to machine learning: Clustering
00:00 Intro 00:13 Contents 00:40 Recap 3:33 What is clustering? 4:03 Why use it? 5:57 Clustering applications 8:10 What is a cluster? 9:29 Types of clustering algorithms 13:30 KMeans algorithm 19:47 KMeans initialisation 22:27 KMeans evaluation methods 25:48 KMeans strengths and weaknesses 28:49 Hierarchical clustering 32:56 Types of ...
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