TidyTuesday: Modern Forecasting with Prophet and TidyModels

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ความคิดเห็น • 13

  • @mattm9069
    @mattm9069 3 ปีที่แล้ว +2

    Thanks! Always wanted to see how Prophet works.

  • @alanscott9258
    @alanscott9258 ปีที่แล้ว

    Great video. I'm a beginner in R so it was very fast for me but I can pause and think. Thank you

  • @deanmarris_1
    @deanmarris_1 3 ปีที่แล้ว +3

    Very good explanations and efficient coding!

  • @sebastianmullerbalcazar6229
    @sebastianmullerbalcazar6229 3 ปีที่แล้ว +1

    well done, your code is so clean.

  • @knights_limit
    @knights_limit 3 ปีที่แล้ว +1

    Appreciate your content and explanations! 😊

  • @mcnamarachiwaye6359
    @mcnamarachiwaye6359 3 ปีที่แล้ว

    thank you Andrew

  • @CohoCharlie
    @CohoCharlie 3 ปีที่แล้ว +1

    Thanks man.

  • @SideWalker_Canvas
    @SideWalker_Canvas 11 หลายเดือนก่อน

    Hello dear. I am PhD student and i want to fixed upper and lower bound. i want to check forecasting when we want to apply policy and check does with these values of upper and lower bound then price will be change according to our expectation. I am using python

  • @alexpreisler3647
    @alexpreisler3647 2 ปีที่แล้ว +1

    Thanks for the great demo, this really helped me out on a project and was an excellent introduction to prophet! I was wondering if you had any recommendations for learning more dplyr? I was definitely struggling to keep up with some of the group, nest, join, and mutate manipulations that you were using

    • @AndrewCouch
      @AndrewCouch  2 ปีที่แล้ว +1

      You can check out the "R for Data Science" textbook written by Hadley Wickham the founder/creator of the Tidyverse r4ds.had.co.nz/. I also have a video going over the basics of Dplyr th-cam.com/video/grB4aW41-Mw/w-d-xo.html.
      The best advice I can give you is to practice all of the functions of dplyr on random datasets and see what functions you commonly use in an analysis. I personally have a lot of years of Tidyverse experience (3 years of academic experience and 2 years of professional experience) so don't feel like you should know everything, I certainly don't!

  • @prod.kashkari3075
    @prod.kashkari3075 3 ปีที่แล้ว +1

    I feel like I don’t know enough about the theory about time series to use these packages. Do you know what are some good books to gain some intuition before jumping into code?

    • @AndrewCouch
      @AndrewCouch  3 ปีที่แล้ว +3

      I recommend reading this if you want to learn about the basics of forecasting: otexts.com/fpp2/. There is also a paper about the development of prophet: peerj.com/preprints/3190/

  • @CaribouDataScience
    @CaribouDataScience 2 ปีที่แล้ว

    Why include history =True?