Automatically Find Patterns & Anomalies from Time Series or Sequential Data - Sean Law

  Рет қаралды 38,053

Criteo Eng

Criteo Eng

5 жыл бұрын

In this talk, you’ll learn of a brand new and scalable approach to explore time series or sequential data. If anybody has ever asked you to analyze time series data and to look for new insights then this is definitely the open source tool that you’ll want to add to your arsenal.

Пікірлер: 25
@thebicycleman8062
@thebicycleman8062 11 ай бұрын
we need MOAR talks like this! amazing!
@gvpathi
@gvpathi Ай бұрын
Stamped with your presentation skill. All clear and lucid and 100 slides. 🎉❤🎉
@gamuchiraindawana2827
@gamuchiraindawana2827 6 ай бұрын
I've never thought about "no free lunch" the way he explained it, that there's always a price to pay in the form of a tradeoff, when you gain performance here you're likely loosing something else there. I always looked at it from the perspective that you can't just blindly apply a model on a dataset and expect the model to do all the work for you without any more input from you.
@juanotavalo
@juanotavalo Жыл бұрын
Very clear explanation, I'm not a native english speaker but I understood everything clearly.
@PallatiCharan
@PallatiCharan 4 жыл бұрын
This is the best and easy way to find an anomalies but it's effective thanks Sean law introducing open source library stumpy
@noumantelusko1722
@noumantelusko1722 Жыл бұрын
nice explanation and great work, may be this is what me and my team were looking for thanks man!
@petegranneman1623
@petegranneman1623 Ай бұрын
Great Presentation... RIP TD Ameritrade
@lfmtube
@lfmtube 2 жыл бұрын
Great Video and better than great even explained! Thanks
@thebicycleman8062
@thebicycleman8062 11 ай бұрын
I like how the word MOAR is the most ENLARGED TEXT lollll
@bhawnadixit3138
@bhawnadixit3138 4 жыл бұрын
Thank you for explaining it well. I was searching for something with respect to biological data and may be I can use it. Great talk..
@yoloswaggins1072
@yoloswaggins1072 Жыл бұрын
Have you had success?
@muntedme203
@muntedme203 Жыл бұрын
Sounds cool
@shreyas9312
@shreyas9312 2 жыл бұрын
at 15:50 the matrix profile looks like it is not plotted as is - based on the second subplot, the Y axis is between 0.5 and 2.5 whereas the matrix profile has values ranging from 1.4 to 14.1- what kind of processing has been done on the matrix profile before plotting it?
@adityateja9900
@adityateja9900 3 жыл бұрын
16:22 .. I thought that guy was asleep lol
@m.almansoori9726
@m.almansoori9726 Жыл бұрын
Great presentation; is it possible to implement it in sequence log data clustering?
@criteoeng
@criteoeng Жыл бұрын
Hello, we would advise reaching out to the speaker, Sean Law, directly.
@mathandsciencereboot2662
@mathandsciencereboot2662 3 жыл бұрын
Can this be done using SPSS?
@vishalpandey2921
@vishalpandey2921 3 жыл бұрын
robust approach simplified.
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