Anomaly detection using Python: from theory to practice
In the world of data, anomalies can both indicate hidden problems and reveal new opportunities. In this presentation, we will explore what anomalies are and why their detection is so important. You will learn how anomalies help solve problems in various industries, from corporate security to business analytics. We will discuss different methods of anomaly detection, from probabilistic and linear to modern deep methods, and show how to implement them in Python.
The presentation will be useful for both beginners and experienced professionals looking to deepen their knowledge in this area.