Chapter 14: Creating and Activating a Detector

In the previous chapter, we identified the type of anomaly detection problems that are of interest when dealing with business or operational metrics structured as univariate time series. In this chapter, we are taking a dive into using Amazon Lookout for Metrics with an e-commerce dataset that contains the evolution of the number of views and revenues over the course of a year. This dataset is hosted publicly by Amazon Web Services on the Amazon Lookout for Metrics public sample repository:

https://github.com/aws-samples/amazon-lookout-for-metrics-samples/blob/main/workshops/RI2021/ml_ops/datasets

By the end of this chapter, you will have a good understanding of this dataset and you will know how ...

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