Live Coding A Machine Learning Model from Scratch (Google I/O'19)

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  • Опубликовано: 16 сен 2024

Комментарии • 60

  • @Steven-yi2sp
    @Steven-yi2sp 3 года назад +13

    While it won't make everything clear (due to time constraints and the fight for human attention), this is a really really helpful start to understanding ML!
    Thanks a lot Sara! This is probably the first really informative beginner's resource I have found on the topic

  • @alllll
    @alllll 5 лет назад +20

    Very informative video. You explanation of how ML is doing matrix multiplication under the hood was amazing! As were your descriptions of one-hot and bag-of-words encoding. Never heard of SHAP before, looks like something I would find very useful. Thank you!

  • @AnimeshSharma1977
    @AnimeshSharma1977 5 лет назад +5

    from model building to deployment in less than an hour! and handling the live demo gotcha gracefully #awesome

    • @MasterofPlay7
      @MasterofPlay7 3 года назад

      she cheated with notes at the back xD

  • @suhasnama2795
    @suhasnama2795 5 лет назад +20

    Awesome talk , thank you for the introduction to SHAP !!

  • @jagadeeshn5329
    @jagadeeshn5329 4 года назад +1

    Beautifully explained AI from how to create a model, till how to test a models accuracy using shap

  • @shashankbarki7029
    @shashankbarki7029 5 лет назад +5

    Thanks Sara and GCP ! This was an excellent presentation and demo.

  • @bonnyswan77
    @bonnyswan77 3 года назад +2

    Great talk! Thanks Sara.

  • @MrDonald911
    @MrDonald911 4 года назад +7

    Thanks for the content ! But I guess Colab is not adapted for long trainings that last several days right ?

  • @JonMasters
    @JonMasters 5 лет назад +5

    Awesome video! This is my favorite from I/O 2019 by far!

  • @harshadpatil8465
    @harshadpatil8465 5 лет назад +3

    Thanks Sara!! It was a very informative session!!

  • @wojciechduranowski5515
    @wojciechduranowski5515 5 лет назад +2

    very interesting and well-structured presentation

  • @vinothuv1357
    @vinothuv1357 4 года назад +1

    Awesome Very useful thanks Sara

  • @kushxmen
    @kushxmen 5 лет назад +1

    This is inspiring, I have been doing it the hard way.

  • @lezzzd6137
    @lezzzd6137 3 года назад +1

    Fascinating!

  • @ultraviolet.catastrophe
    @ultraviolet.catastrophe 5 лет назад +4

    My model just outputs "Wakanda Forever" pls help

  • @narendraprasath5745
    @narendraprasath5745 5 лет назад

    Very nice hands on coding. It would be better if you do it on regular basis on different kinds of problems.

  • @Ambs_2024
    @Ambs_2024 4 года назад +1

    Very informative!

  • @mohansaikrishna337
    @mohansaikrishna337 3 года назад +1

    nice

  • @MyGraden
    @MyGraden 2 года назад

    Great, thank you Sara!

  • @anoubhav
    @anoubhav 5 лет назад +1

    Why don't use binary cross entropy and not categorical crossentropy ?

  • @PratikShende91
    @PratikShende91 5 лет назад

    thanks for the demo...learned a lot......

  • @shivanigarg3782
    @shivanigarg3782 5 лет назад +1

    It's great. Thanks

  • @pashaonline2005
    @pashaonline2005 5 лет назад +1

    Good one!!

  • @qrubmeeaz
    @qrubmeeaz 5 лет назад

    Nicely done!! Thank you.

  • @vyomraj3389
    @vyomraj3389 5 лет назад

    Nicely explained!!

  • @adhiyamaanpon4168
    @adhiyamaanpon4168 5 лет назад +1

    amazing!!!

  • @moapaname
    @moapaname 5 лет назад

    Good talk. Thank you.

  • @pavanjadhav8436
    @pavanjadhav8436 5 лет назад

    Nice elaboration!!

  • @skywalker0803r
    @skywalker0803r 4 года назад

    very useful thank you

  • @RedVelocityTV
    @RedVelocityTV 5 лет назад

    This was class

  • @Cozyplacesllc
    @Cozyplacesllc 5 лет назад

    Awesome video!!

  • @Cozyplacesllc
    @Cozyplacesllc 5 лет назад

    I can't wait to use tensor flow

  • @AmmarPNEFC
    @AmmarPNEFC Год назад

    Colab has updated to Python 3 and importing the TextPreprocessor class doesn't work for me using the line:
    from preprocess import TextPreprocessor
    Error reads:
    Import "preprocess" could not be resolved(reportMissingImports)
    Anybody know a solution?

  • @junaidabbasi9544
    @junaidabbasi9544 5 лет назад

    So helpful!

  • @aiwithr
    @aiwithr 5 лет назад

    Great insight!

  • @akashdhar2609
    @akashdhar2609 5 лет назад

    Why didn’t you use CountVectorizer from sklearn for tokenizing?

  • @juniorstudio7338
    @juniorstudio7338 5 лет назад

    Thanks

  • @AnandBaburajan
    @AnandBaburajan 5 лет назад

    Thank you!

  • @mahdifardi6822
    @mahdifardi6822 5 лет назад

    thanks so much :)

  • @raihankabirratul8630
    @raihankabirratul8630 5 лет назад +1

    Can anyone help me with why am I getting different results in the 'code snippets' search option? eg. When I write "auth", "authenticate to your cloud account" option doesn't come.

    • @possibleps
      @possibleps 5 лет назад

      yes, same is here with me

    • @sararobinson1472
      @sararobinson1472 5 лет назад +1

      I used custom snippets to add ones I wrote. Details on how to do that here: twitter.com/jakevdp/status/1073251040877633536

  • @krishnakanthcake
    @krishnakanthcake 5 лет назад

    Awesome

  • @sego.
    @sego. 5 лет назад +2

    so... can i now build a ML model to stabilize this video?

  • @username42
    @username42 5 лет назад

    where is the colab file she used in the presentation?

  • @MrTubber44
    @MrTubber44 5 лет назад +1

    I like Sara. Amazing content errytime!;-)

  • @drunkmilitia1402
    @drunkmilitia1402 2 года назад

    link for the csv

  • @DevOps_Zone
    @DevOps_Zone 5 лет назад

    Cool

  • @AlexeyLukyanchuk
    @AlexeyLukyanchuk 2 года назад +1

    Ничего не понял, но очень интересно

  • @blackhazard6915
    @blackhazard6915 5 лет назад

    What's that phython noetbook ??

  • @k7nowhere
    @k7nowhere 5 лет назад

    ❤️

  • @pavitrasankalp7533
    @pavitrasankalp7533 2 года назад +1

    Robo

  • @rudeadyet1992
    @rudeadyet1992 5 лет назад

    ML ML ML!

  • @ajmalit
    @ajmalit 5 лет назад

    😍

  • @skaterope
    @skaterope 4 года назад +1

    im gonna make a startup from it
    hahahahahaha

  • @mockingbird3809
    @mockingbird3809 5 лет назад

    Where can I Get the Code?

  • @cedricvillani8502
    @cedricvillani8502 5 лет назад

    yes I have a suggestion, if your going to represent google and not even YOU can get a working live demo by the end, don't blame it on something fictional. It's a bad look, if the employees can't figure it out lol how are the rest of us mortals expected to.. Other then that was a nice quick overview, a verywell setup notebook demo page also.

  • @Siddharathbhardwaj
    @Siddharathbhardwaj 5 лет назад

    .