Machine Learning: Trying to discover structure in your data

Clustering Techniques

Use-Cases

Most Common Clustering Algorithms

K-Means

Pros

Cons

Vocabulary

Gaussian Mixture Model

Pros

Cons

Vocabulary

DBSCAN

Pros

Cons

Vocabulary

Agglomerative Hierarchical Clustering

Pros

Cons

Vocabulary

Further Reading

Many Thanks

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Stacey Ronaghan

Stacey Ronaghan

Data Scientist keen to share experiences & learnings from work & studies

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