Reading

Hierarchical Clustering
Hierarchical Clustering Tutorial
Hierarchical Agglomerative Clustering with different linkages
Ward
DBSCAN
Mean Shift
Mean Shift Math
Spectral Clustering
Spectral Clustering Math

Clustering overview in sklearn
Cluster Analysis

Euclidean Distance
Manhattan Distance
Cosine Distance
Jaccard Distance
Scipy distance metrics list