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YT 1 minute 50 seconds
Victor Lavrenko
Clustering 1: Overview
YT 4 minutes 1 second
Victor Lavrenko
Clustering 2: Monothetic vs polythetic
YT 2 minutes 54 seconds
Victor Lavrenko
Clustering 3: Types of clustering algorithms
YT 3 minutes 47 seconds
Victor Lavrenko
Clustering 4: Overview of k-means clustering
YT 4 minutes 17 seconds
Victor Lavrenko
Clustering 5: The K-means algorithm
YT 3 minutes 33 seconds
Victor Lavrenko
Clustering 6: The k-means algorithm visually
YT 5 minutes 39 seconds
Victor Lavrenko
Clustering 7: K-means objective function
YT 5 minutes 13 seconds
Victor Lavrenko
Clustering 8: Optimal number of clusters
YT 6 minutes 39 seconds
Victor Lavrenko
Clustering 9: Evaluating clustering systems
YT 12 minutes 51 seconds
Victor Lavrenko
Clustering 10: Intrinsic evaluation and alignment
YT 2 minutes 25 seconds
Victor Lavrenko
Clustering 11: Paired evaluation and Rand index
YT 9 minutes 12 seconds
Victor Lavrenko
Clustering 12: K-means for image representation
YT 1 minute 46 seconds
Victor Lavrenko
Clustering 13: Summary