Isn't anomaly detection just classification? Well, not exactly. It depends.
In the final part 5, Guy explains how he built and deployed the Bigfoot Classinator site.
Jason wrote up an intermediate level classification tutorial using the Nexosis API that walks through a data science competition called the KDD Cup from 1999.
Danna walks through an anomaly detection example with the Nexosis Interactive Dashboard.
In part 4 of Building the Bigfoot Classinator series, Guy discusses the code, the configuration to deploy it to AWS Lambda, and the configuration to expose the AWS Lambda via Amazon's API Gateway.