Types of clustering methods

They are different types of clustering methods, including:

Partitioning methods.
Hierarchical clustering.
Fuzzy clustering.
Density-based clustering.
Model-based clustering.
Choose one of the above algorithms and discuss the pros and cons of it. "R for Data Science"

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