SEMMA

Architects Research Society

Sep 25, 2016 · Big Data

Overview of Data Mining Tasks, Processes, and Related Machine Learning Techniques

Data mining, an interdisciplinary field of computer science, involves tasks such as anomaly detection, clustering, classification, and regression, follows standardized processes like KDD, CRISP-DM, and SEMMA, and often leverages machine learning techniques—including supervised, unsupervised, and reinforcement learning—to extract valuable insights from complex datasets.