Unsupervised Learning Series —Exploring Self-Organizing Maps
Learn how Self-Organizing Maps work and why they are a useful unsupervised learning algorithm
Published in
16 min readAug 6, 2023
Self-Organizing Maps (SOMs) are a type of unsupervised neural network utilized for clustering and visualization of high-dimensional data. SOMs are trained using a competitive learning algorithm, in which…