A time series is an ordered sequence of numbers over time. For certain problems you want to look at a specific time series and from its characteristics be able to say something clever about it. Perhaps its origin or about some feature of the source.
This is a class of problems called time series classification that Torbjörn will discuss in this article, and when you start looking for them they pop up absolutely everywhere!
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Time series classification use cases