Aileen Nielsen - Time Series Analysis - PyCon 2017

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  • Опубликовано: 15 янв 2025

Комментарии • 24

  • @wenzhongtan1358
    @wenzhongtan1358 5 лет назад +34

    1:13:30 Moving window function explanation
    1:20:50 Moving window function code
    1:50:25 Self-correlation explanation
    1:57:45 Self-correlation code
    2:05:55 Munging and stationarity explanation
    2:15:00 Forecasting explanation
    2:24:30 AR+MA processes code
    2:47:55 Clustering & classification explanation
    2:53:05 Clustering & classification code
    3:07:27 Other explanations: Vector autoregression, Kalman filter, hidden Markov models, recurrent neural networks

  • @Ammar_Abdilghanie
    @Ammar_Abdilghanie 6 лет назад +9

    great talk Aileen! thank you for sharing your knowledge! you are an excellent teacher, totally enjoyed your presentation

  • @TheEntireUniverse
    @TheEntireUniverse 6 лет назад +22

    52:00 if you are already familiar with pandas and pandas date/time functionality.

  • @wasgeht2409
    @wasgeht2409 5 лет назад +1

    OMG , the best Video about Time Series

  • @adithyapai6158
    @adithyapai6158 6 лет назад +1

    Thanks a lot...gives sense of direction to understand the concept. But for intermediate level.

  • @HarishNarayanan
    @HarishNarayanan 7 лет назад +4

    Thank you so much for this, it was really informative.

  • @ploxedc
    @ploxedc 7 лет назад +1

    This is the most epic video of all time

  • @aminemehablia18
    @aminemehablia18 4 года назад +1

    Thank you for the talk, really appreciated. Where to find the code used ?

  • @lesternygaard842
    @lesternygaard842 4 года назад +1

    59:06
    no that's because you wrote `converted[1:10]` instead of `[0:10]` (or `[:10]`)

  • @yaswanthkumargothireddy
    @yaswanthkumargothireddy 7 лет назад +8

    +PyCon 2017 please update the notebook to github. Old one was not organized and I am unable to follow with the video.

    • @tobspatterson
      @tobspatterson 7 лет назад +13

      I'm not sure about the origin of this repo, but checkout github.com/ikding/pycon_time_series .

  • @vivekpuurkayastha1580
    @vivekpuurkayastha1580 3 года назад

    What is the difference between the 2016 talk and this one?

  • @mirandamoralez6354
    @mirandamoralez6354 7 лет назад

    Thanks a lot, very nice job!

    • @mirandamoralez6354
      @mirandamoralez6354 7 лет назад

      ps.: for me, best explanation of acf and pacf - and i ve seen a lot of videos and papers about this topic so far!!

  • @sathyanyn
    @sathyanyn 6 лет назад +1

    12.5 - TimeSeries Begining

  • @rohullahalavi
    @rohullahalavi Год назад

    like

  • @browniris6289
    @browniris6289 5 лет назад +3

    she did such a bad job of explaining when to use rolling functions over extending functions! confused me on what i knew already :/

    • @Eizengoldt
      @Eizengoldt Год назад

      Make a better one yourself then

  • @ashugurtoo4835
    @ashugurtoo4835 6 лет назад

    When I was doing PhD in physics ... How old is this chick.... Good vedio though..

    • @yasararafath535
      @yasararafath535 4 года назад

      She was a lawyer, before she dwelled into physics. May be that's why she's presenting in SciPy, Pycon annual conventions. Not sure about PhD though.

  • @yashsharma682
    @yashsharma682 6 лет назад +3

    The presenter is really weird