Get started with Google Colaboratory (Coding TensorFlow)

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  • Опубликовано: 22 авг 2024
  • Want to get started with Google Colaboratory? In this episode of Coding TensorFlow, Software Engineer, Jake VanderPlas breaks down exactly what you need to get started with Colab. Colaboratory is a free Jupyter notebook environment that requires no setup, and runs entirely (writing, running, & sharing code) on the Cloud. Watch to learn more, and subscribe to get notified for the next Colab series episode, that focuses on the use of TensorFlow in Colab!
    Google Colabs: An easy way to learn & use TensorFlow blog post → bit.ly/2CR7vTr
    Get started with Colab now → bit.ly/2t2JwMJ
    Google Colab FAQ → bit.ly/2B6UFjO
    TensorFlow in Google Colaboratory Playlist → bit.ly/2RCIaC5
    Watch more Coding TensorFlow → bit.ly/Coding-...
    Subscribe to the TensorFlow RUclips channel → bit.ly/TensorF...

Комментарии • 162

  • @leooram1959
    @leooram1959 3 года назад +730

    This is like having a rich uncle who doesn't mind letting you use his mansion to have fun

    • @Adhithya2003
      @Adhithya2003 3 года назад +7

      Great analogy

    • @leooram1959
      @leooram1959 2 года назад +3

      @America Project wow thats awesome

    • @MrChaluliss
      @MrChaluliss 2 года назад +3

      Wow you really hit the nail on the head here. haha

  • @betacenturion237
    @betacenturion237 3 года назад +235

    The clarity and the "getting to the point" part of this video is unreal. The world needs more tutorials like this.

    • @mcy99a
      @mcy99a Год назад +4

      literally perfect

  • @dr.zoidberg8666
    @dr.zoidberg8666 4 года назад +145

    Such a lifesaver. I can finally stop melting my poor old computer's brains by making it train neural networks for hours on end.

  • @pingupapaco644
    @pingupapaco644 5 лет назад +70

    thanks to your team many university students from Brazil can study data science without relying on expensive PCs

    • @danpal6737
      @danpal6737 3 года назад

      just pay the storage, its expensive

    • @hgamedia3544
      @hgamedia3544 Год назад

      @@danpal6737 require some dollar for using the storage?

  • @nyceyes
    @nyceyes 4 года назад +74

    Jake always has a friendly disposition. His book, Python Data Science Handbook, is wonderful.

  • @PeterMoueza
    @PeterMoueza 2 года назад +41

    1:25 Altair 1:40 Markdown 1:52 Maths integral 2:00 Github 2:19 Seedbank 2:24 style transfer 2:40 collab 2:57 GPU

    • @thewargenerals
      @thewargenerals Год назад +6

      I dont think anyone needs timestamps for every second XD

    • @DanielGarcia-qx4yd
      @DanielGarcia-qx4yd Год назад

      I looked for Seedbank and literally the first search result is a marihuana seed sales website lmaooo

  • @WilliamDye-willdye
    @WilliamDye-willdye 5 лет назад +307

    So... Jupyter Chromebook.

  • @LevManovich
    @LevManovich 4 года назад +20

    thank you so much! This is amazing way to get started with complex current ML work, without having to install lots of software on my own laptop which is not fast to run it) wonderful.

  • @WhompingWalrus
    @WhompingWalrus 4 года назад +8

    So awesome for education. Can follow along and try out your own projects without needing a Master's degree, patience, and 36 hours to blow to get the environment set up right.

    • @WhompingWalrus
      @WhompingWalrus 4 года назад +3

      @@edgar_benitez Sure there's some benefit to knowing how to set all this up manually by ourselves, but there's a similar value in doing all our coding in notepad.exe rather than using an IDE. This can make work quicker, too, even for those who already know how to do it manually. The overhead in keeping things complicated scares too many people away, and makes work move super slowly for those who stick to it. I think anything which lowers the barrier to entry and allows more people to more easily do more things is great (:

  • @UTECHPIA
    @UTECHPIA 5 лет назад +17

    Another Awesome FREE Google Product! It is scary (in a good way), how perfectly it integrates into Google Drive! Thanks Google Colab Team! 👍

    • @Q_QQ_Q
      @Q_QQ_Q 5 лет назад +1

      correct

    • @mnivityok
      @mnivityok 4 года назад

      @@Q_QQ_Q If it is "FREE" then does anyone has predictions how soon the product will be moved to Google Graveyard?

    • @nadeemshaikh7863
      @nadeemshaikh7863 4 года назад +4

      @@mnivityok Don't worry Google has launched a paid version of it, Google collab pro, so probably they are not going to go that route.

  • @vac201
    @vac201 10 месяцев назад +1

    子どもたちにPythonを学習する環境を考えていましたが、これなら iPad でも実行できますね!素晴らしい!ありがとうございます!

  • @smccrode
    @smccrode 5 лет назад +123

    0:58 those aren't squares of the numbers (:

    • @user-od3rl5mc
      @user-od3rl5mc 5 лет назад +9

      Thank you

    • @kannanramaswamy6904
      @kannanramaswamy6904 4 года назад

      ha ha I am just like you... first thing I noticed was that logical error in the audio or code :)

    • @p8032336
      @p8032336 4 года назад

      forgot to square lol

  • @GeorgeZoto
    @GeorgeZoto 5 лет назад +28

    Amazing product, thank your Google Colab team :)

  • @KenJee_ds
    @KenJee_ds 4 года назад +5

    I will definitely be making a video about this soon!

  • @sidworlds
    @sidworlds 4 месяца назад

    thank you team tensorflow and colab for explaining this.

  • @Utkarshkharb
    @Utkarshkharb 3 года назад

    Open sourcing software source code and now even infrastructure is revolutionary. One can learn and implement technologies that took millions of dollars and decades of research by one of the best brains in the world, sitting at home, for absolutely free.

  • @PaxiKaksi
    @PaxiKaksi 4 года назад +3

    Google, you are AWESOME ! Microsoft and Apple can only learn from you !!!

  • @zapy422
    @zapy422 5 лет назад +53

    They definitely have visionaries at Google.

    • @onetimeonthegoodfoot
      @onetimeonthegoodfoot 3 года назад

      It’s Jupyter on top of GCP. In other words, Kaggle, but 8 years later.

  • @ucceey
    @ucceey 2 года назад +3

    I am new to this programming thing, yet to get hang of it. Thanks for this video.

  • @Otonium
    @Otonium 5 лет назад +7

    Thank you, this always help. I'm executing so many new ideas for the real world.

  • @NaqqashDilshad
    @NaqqashDilshad 4 года назад +11

    this project will help so many students, i wish that i found about this earlier ....

    • @Vyrkhan
      @Vyrkhan 4 года назад +3

      in special w the Machine Learning courses, no more AWS credits wasted in basic tutorials lol

  • @nadirb229
    @nadirb229 3 года назад +1

    till now GOOGLE gave me more than anyone on earth
    Thank You Google for free Sheet and AppScript.

  • @donovanstanton5211
    @donovanstanton5211 3 года назад +3

    Here I thought Deep learning would be hard... Turns out it is just minor coding and learning how to use tools like Colab and Tensorflow. Sure, to master it one should learn mathematics to coding and everything in between! But I'll worry about that in time, thank you Google!

  • @muhammadadibzaini
    @muhammadadibzaini 3 года назад +2

    "Untitled108.ipynb"
    You are the cultured one

  • @penyepongNASA
    @penyepongNASA 7 месяцев назад +1

    sorry, the seedbank is not found anymore

  • @rbaleksandar
    @rbaleksandar 3 года назад

    Free access of Google to people's research. Nice one there!

  • @b2c205
    @b2c205 2 года назад

    making jake to introduce colab ? Cha Cha real smooth, I know I'm late

  • @easyhikingtrails
    @easyhikingtrails Год назад +1

    Great overview. Just for note - the very first code fragment does not print squares as promised ;-)

  • @EkoHadiC
    @EkoHadiC 3 года назад

    Thanks very much for all team and Google service

  • @PolarbearYGT
    @PolarbearYGT 3 года назад +2

    This is legit amazing

  • @ravithakur0041
    @ravithakur0041 4 года назад +1

    What is the significance of google colab if jupyter notebook already exists ? What is its extra need ?

  • @ho-dg6zi
    @ho-dg6zi 5 лет назад +4

    This is Brilliant from Google

  • @iva1389
    @iva1389 3 года назад +2

    THIS IS BEYOND AWESOME! TY TF!

  • @rfbw9tzy5p52
    @rfbw9tzy5p52 5 лет назад +2

    Thank Jake for your introduction !

  • @mrjellow
    @mrjellow Год назад

    Most underrated Google product? I think so!

  • @vidyasagar7860
    @vidyasagar7860 3 года назад

    Thanks for introducing it

  • @gabrielnilo6101
    @gabrielnilo6101 4 года назад +19

    0:30
    That's a fast Jupyter Chromebook.
    5 seconds to print 'hello world'

    • @jorgemarcos3771
      @jorgemarcos3771 4 года назад +20

      actually, if you look at the top-right corner you can see that the notebook wasn't yet connected to a Python runtime... so really that was 5 seconds to get a runtime allocated, connected, initialised, and then run the line of code, which seems fast enough

  • @tliliameni7872
    @tliliameni7872 2 месяца назад

    very clear thank you

  • @SwapravaNath
    @SwapravaNath 4 года назад +1

    Great. But where should the data live? Typically they are huge -- much larger than my Gdrive limit.

  • @mimahmed95
    @mimahmed95 4 года назад

    Very Nice Introduction

  • @adityatiwari811
    @adityatiwari811 5 лет назад +1

    Thank you so much google for Google Colab :)

  • @jamesren4949
    @jamesren4949 3 года назад +3

    Hi 1:01 is it just printing the element itself rather than the square?

    • @DanDascalescu-dandv
      @DanDascalescu-dandv 2 года назад +1

      Yes. That was a mistake in the video that nobody else bothered to point out.

    • @DrRiq
      @DrRiq 2 года назад

      @@DanDascalescu-dandv Yeah it's crazy how nobody else seems to notice this?! glad I'm not crazy

  • @ochieng4576
    @ochieng4576 3 года назад +1

    Just getting started with ML and AI using Tensorflow and Python... definitely faster than my HP ProBook
    -Ocheing'

  • @andreacazzaniga8488
    @andreacazzaniga8488 5 лет назад +1

    Awesome guys!

  • @TeppuTeppu
    @TeppuTeppu 3 года назад

    He looks so happy

  • @jumanaalahwal
    @jumanaalahwal 4 года назад +1

    SO good!

  • @mindanaoofficialvlogs4621
    @mindanaoofficialvlogs4621 4 года назад +1

    Wow nice content

  • @lifeissimple2475
    @lifeissimple2475 2 года назад

    the only thing I can say

  • @noticable_star
    @noticable_star 3 года назад +1

    I'm always facing error stating 'No available video device' when I run any type of animation in it. Is there a solution for this error

  • @GauravKumar-zu7ct
    @GauravKumar-zu7ct 3 года назад +2

    Google to all other tech giants: If you can do something, we can always do it better

  • @truth_beauty
    @truth_beauty 5 лет назад

    You people are awesome!

  • @malharjajoo7393
    @malharjajoo7393 4 года назад +1

    This is a really good tool .. no setup required :)

  • @guruteja7151
    @guruteja7151 5 лет назад +2

    Thanks for making it free....
    Will our data be secure??

    • @mohamedberrimi4850
      @mohamedberrimi4850 5 лет назад +2

      This is the cloud , you can never know ....

    • @sunilarora1750
      @sunilarora1750 5 лет назад

      secure from whom... Google itself is the biggest threat for worthy content ;-)

    • @jamcopper4592
      @jamcopper4592 5 лет назад

      iirc once it hits drive in every meaningful sense of the word it's not "your" data anymore, it's google's

  • @justrosy5
    @justrosy5 Год назад +1

    If Colab could switch between all popular programming languages, I would find it very useful. I'm sure Python is awesome, but I don't know a thing about it, and am currently trying to learn a bit about Java. I also want to learn other programming languages as I go along. I can't seem to get all the different Java related things to install and work correctly on my PC, so Colab would solve that, if it had a Java option.

  • @uwewalter740
    @uwewalter740 4 года назад +1

    Great experience.

  • @diogomelo5604
    @diogomelo5604 2 года назад

    Unbelievable! This opens up my vision for another possible new remote technology = D

  • @alihusseinwheeb835
    @alihusseinwheeb835 Год назад

    good explain

  • @chandraprakashsingh...9282
    @chandraprakashsingh...9282 3 года назад

    Thankuu so much sir💖 u made everything hectic free for us

  • @brandomiranda6703
    @brandomiranda6703 4 года назад +1

    can you use pytorch in colab?

  • @Trancer006
    @Trancer006 9 месяцев назад

    Can this run a program in the background? meaning when i close the page, it keeps running and sending API calls for example?

  • @DrRiq
    @DrRiq 2 года назад +1

    "In the next cell we loop through the range printing the square of each number"
    I'm no coder but that's not what happened -- it just printed the numbers in the range 1:10. Don't get me wrong I love this guy's style, but this was a rookie mistake that the editors should've picked up

  • @juansebastiandiazcaligiore5584
    @juansebastiandiazcaligiore5584 3 года назад

    Awesome!

  • @s13rr4buf3
    @s13rr4buf3 4 месяца назад

    What happened to the seedbank?? It appears to be gone.

  • @pornphanbuapha483
    @pornphanbuapha483 4 года назад

    I have a problem showing this kind of message.
    Sorry, cannot use the backend. Please try again later.
    How do I fix it?

  • @juliogarcete5020
    @juliogarcete5020 3 года назад

    Me tienen las bolas hasta el piso con el "Hola mundo".

  • @fouried96
    @fouried96 4 года назад

    Is it possible to use Google Colab as a python interpreter so that we can use Spyder and not the notebooks? Thanks

  • @AuthorLindsayDuncan
    @AuthorLindsayDuncan 11 месяцев назад

    Someone unlawfully uploaded my children’s book to Google Collab. I have made contact and been informed Google Collab does not come with Customer Support. How would I go about getting this removed?

  • @psychoticgamer6853
    @psychoticgamer6853 2 года назад

    The reason I love Google
    ::

  • @res0x93d
    @res0x93d 3 года назад

    its any way to get the google colab, setup info?, i try to run a object detection on colab and it works awesome but when i try to replicate on my local machine, it does not work and no errors shown either...

  • @marcgenevey
    @marcgenevey 2 года назад

    Thanks for this very useful presentation. Is it possible to share a notebook with someone who does not have a google account ?

  • @manhmc8008
    @manhmc8008 10 месяцев назад

    Thanks😊😊

  • @EsperanzaSmith-wl1ux
    @EsperanzaSmith-wl1ux 3 месяца назад

    I cant find seedbank, could someone out there please send me the link?

  • @user-ij9ws3jb3f
    @user-ij9ws3jb3f 9 месяцев назад

    Can I use colab to run pytorch code?

  • @dato007
    @dato007 Год назад

    how do you do billing at a team level?

  • @rexquaker1399
    @rexquaker1399 4 года назад

    Thanks

  • @susuyoung4049
    @susuyoung4049 3 года назад

    good job

  • @saemranian
    @saemranian 4 года назад

    thanks for your sharing, so great

  • @yasserkhelassi127
    @yasserkhelassi127 2 года назад

    very nice

  • @rekkamkousseila6195
    @rekkamkousseila6195 4 года назад

    Hi, my session is crushing everytime with google colab because the entire ram is used(this is the eroor that i get) so i increased the ram to 25go but still having the same problem so could you please help me i need your help, thank you.

  • @cookatrice
    @cookatrice 5 лет назад

    awesome!!!

  • @ThomasJScharmann
    @ThomasJScharmann 5 лет назад

    Very cool

  • @omarlopezrincon
    @omarlopezrincon 5 лет назад +1

    Amazing !!!

  • @VLM234
    @VLM234 4 года назад

    Can more than one user work on the same file at the same time on colab, if yes How??

  • @elbibop
    @elbibop Год назад

    This is great but credit should be given to Stephen Wolfram. This is just as a Mathematica Notebook, for Python. Great concept

  • @rashah5555
    @rashah5555 8 месяцев назад

    Can u tell me how to colab for blogger api for drive

  • @ydherdn
    @ydherdn 4 года назад

    thank you, so I can make an online program writing practice without installing the application

    • @dhruvsingh34
      @dhruvsingh34 3 года назад +1

      *Yudi, can you please tell*
      🙋🏻‍♂️ Is this free of cost?
      🙋🏻‍♂️ Is there any time limit?

  • @joseperez2374
    @joseperez2374 4 года назад

    Can I install Manim library in Google Colab?

  • @IvanFlecha
    @IvanFlecha 4 года назад

    And here were I suffering in the search of a suitable distribution of this for several less technical clientes in order to replace excel and sheets forever.

  • @ramenguider
    @ramenguider 4 года назад

    it just amazing

  • @mobious7
    @mobious7 4 года назад

    Greately thanks for your GPUs into my mobile !!

    • @dhruvsingh34
      @dhruvsingh34 3 года назад +1

      *Can you please tell*
      🙋🏻‍♂️ Is this free of cost?
      🙋🏻‍♂️ Is there any time limit?

    • @mobious7
      @mobious7 3 года назад +1

      @@dhruvsingh34 of course, it's holy free! but you can do upgrade your performance also with only few dollars

  • @gabrielnilo6101
    @gabrielnilo6101 4 года назад

    The video that he talks about in the end:
    ruclips.net/video/PitcORQSjNM/видео.html
    You are welcome.

  • @harmeetsingh4488
    @harmeetsingh4488 5 лет назад

    Sounds good

  • @atefehramzani5022
    @atefehramzani5022 2 года назад

    How to install virtualenv in Google colab

  • @alirezaamani2027
    @alirezaamani2027 4 года назад +2

    Hi
    Does anyone know how we can increase size of outputs in Google colab ?
    By this I mean when the cell returns some output via print function or anyhow.

  • @zaki8551
    @zaki8551 Год назад

    why do google shutdown the realtime collaboration?

  • @malikmubashir9008
    @malikmubashir9008 3 года назад

    Can we use django in colab?

  • @bennsup5248
    @bennsup5248 3 года назад

    2:20 SeedBank for example the Neural Style Transfer seed

  • @mr.schaeffer5399
    @mr.schaeffer5399 5 лет назад

    Please anyone can help me on how can i make the TPUS 8 GPUs recognizable because i type !nvidia-smi and i receive that NVIDIA cannot find any device please update to latest drivers.
    I can't make it work the TPUS and see the info.

  • @davec620
    @davec620 6 месяцев назад

    Seedbank seems to be taken down 😥

  • @Robot101
    @Robot101 9 месяцев назад

    Thank You - 1