What type of unsupervised learning are there except clustering?

I started to learn machine learning and in general I'm doing only supervised learning.

What other unsupervised learning types are there? I know only clustering.

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1 Answers

Clustering is one of the known types of unsupervised learning, but there are other types as well, like

  1. Anomaly detection
  2. Neural Networks Autoencoder
  3. Neural Deep Belief Networks
  4. Generative Adversarial Networks (GANs)
  5. Dimensionality Reduction (PCA)
  6. etc.

As you see, there are a lot of examples from unsupervised learning.
Each points is big field to study and research and they are very different from clustering.

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