# Clustering Algorithms https://www.freecodecamp.org/news/8-clustering-algorithms-in-machine-learning-that-all-data-scientists-should-know/ Clustering is an unsupervised learning task where ## Types of Clustering Algorithms | Type | Description | Example | | -------------------- | ----------- | ---------------------------- | | *Density Based* | | | | *Distribution Based* | | Gaussian Mixture Model (GMM) | | *Centroid Based* | | [[K-Means Clustering]] | | *Hierarchical Based* | | Dendrogram | ## Cluster Validation - [ ] Rand Index - [ ] Adjusted Rand Index