Unsupervised learning

{
  "id": "MLC-T-OAG-003996",
  "term": "Unsupervised learning",
  "field": "Oil and gas",
  "definition": "A machine learning approach where an algorithm learns patterns from unlabeled data without explicit guidance or predefined output variables. It identifies hidden structures, clusters, or anomalies within the dataset. This method is applied in oil and gas for tasks such as identifying natural groupings in rock samples or detecting unusual operational behaviors.",
  "subject": "Digital",
  "url": "https://mlchart.com/terminology/oil-and-gas/unsupervised-learning/"
}