Top Machine Learning Algorithms

K-Means Clustering

Implementation Example:

K-Means Clustering From Scratch in Python [Algorithm Explained] - AskPythonK-Means is a very popular clustering technique. The K-means clustering is another class of unsupervised learning algorithms used to find out the clusters of

Relevant reading materials:

Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop – Chapter 9.1 K-Means Clustering (p.424 – p.429)
Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville- Chapter 5.8.2. K-Means Clustering

Relevant video lectures:

Andrew Ng’s – Lecture 13.1 – 13.5 Clustering

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