Why might an off-the-shelf anomaly detection technique not work in practice?
See examples of the many traps you can fall into if you use off-the-shelf anomaly detection techniques.
Arun Kejariwal
Content
What are the challenges in building an anomaly detection system for streaming and live data?
Learn the difference between live and streaming anomaly detection systems and how to address the challenges different data velocities pose.
What are the challenges in building an anomaly detection system?
Learn about some of the common issues you will encounter when developing algorithms for a modern anomaly detection system.
Data, data everywhere, not an insight to take action upon
Learn how to analyze operations data in the presence of “holes” in the time series, how missing data impacts analysis, and a gamut of techniques that can be used to address the missing data issue.