Application of Unsupervised Learning?

Applications of unsupervised machine learning

Some applications of unsupervised machine learning techniques are:

  • Clustering automatically split the dataset into groups base on their similarities
  • Anomaly detection can discover unusual data points in your dataset. It is useful for finding fraudulent transactions
  • Association mining identifies sets of items which often occur together in your dataset
  • Latent variable models are widely used for data preprocessing. Like reducing the number of features in a dataset or decomposing the dataset into multiple components