AI Application Development, Workshops

AIF01 Workshop: Build an Outlier Detector in a Day


8:00am - 5:00pm

Level: Introductory to Intermediate

Kevin Feasel

Predictive Analytics Manager


Discovering outliers is a critical part of systems monitoring, financial auditing, and more. In this full-day workshop, we will gain an understanding of what constitutes an anomaly or an outlier, starting with a general concept of the terms and then moving into technical definitions. From there, we will build a general-purpose outlier detection API in Python, along with a test suite and demo client. We will extend this API to include a variety of use cases, including multivariate and time series outlier detection, learning about and applying state-of-the-art techniques along the way.

You will learn:

  • To understand what outliers and anomalies are
  • Discover the state of the art when it comes to outlier detection algorithms
  • How to build a web-based service to detect outliers in datasets