Anomaly Detection Techniques for Large-Scale Data Analytics
Modern organizations generate enormous amounts of data from transactions, applications, websites, sensors, connected devices, financial systems, and customer interactions. While this information can support better decision-making, large datasets can also contain unusual observations that differ significantly from normal patterns. These unusual observations are commonly known as anomalies or outliers. Anomaly detection helps data professionals identify