Boukhers Zeyd. Machine Learning and Data Mining. Lecture 11. Clustering 1

The lecture, Institute for Web Science and Technologies, University of Koblenz-Landau, Germany, Dr. Zeyd Boukhers, 2019, 72 p.Data dimension reduction
Principal component analysis
Singular value decomposition
Clustering
Unsupervised learning
Evaluate clusters
Intrinsic and extrinsic evaluation measures
How K-mean works
Choosing K
EM algorithm