The digital revolution has changed the healthcare landscape irrevocably. Patients expect faster, more efficient care that costs less, which is where artificial intelligence (AI) can help. AI and machine learning allow healthcare organizations to evolve and keep up with trends and new methodologies. Data science enables systems to ingest massive quantities of information quickly, to generate insights and predictions that allow healthcare organizations to focus human attention on what's really important: providing quality care. One of the techniques that are essential for data teams, physicians, insurance analysts, etc., in healthcare to understand is anomaly detection.