The importance of time series is prodigious. We are no longer, and it’s been a while, in a static world. Everything is moving, and it is moving faster than most of us can even think. This is making our brain quite bad at analysing the data coming from connected sources. Too much ordered information to compute. These information can come from IoT devices, stock markets, the survey active online in website and so on. Hopefully, computing and machine learning methods are here to help us manipulate these data and give us insight on the information they drive.