This course teaches learners the top 5 things to consider when building anomaly detection algorithms for IT Ops. Students will learn about the types of anomalies in dynamic data center environments and explore Gaussian-based and non-parametric techniques for anomaly detection. The teaching method involves a presentation by an industry expert. The course is intended for IT professionals interested in improving anomaly detection in their operations.
Overview
Syllabus
LISA14 - The Top 5 Things I Learned While Building Anomaly Detection Algorithms for IT Ops
Taught by
USENIX