How To Deploy Machine Learning Models Using Docker And Github Action In Heroku

Поділитися
Вставка
  • Опубліковано 20 гру 2024

КОМЕНТАРІ • 45

  • @riyaz8072
    @riyaz8072 2 роки тому +1

    Thank you for the great service you are doing for our nation.. You are creating employment and with this, you are contributing to the nation building directly..

    • @jees__antony
      @jees__antony 10 місяців тому

      Not just in National, he is an internationally acclaimed ML tutor...

  • @gajendrarajv
    @gajendrarajv 2 роки тому +1

    U r inspired a lot
    I have seen ur channel
    From where u explained your clg days
    Your work also really keeping me inspired.
    Txs

  • @happystepsdata8520
    @happystepsdata8520 2 роки тому +1

    How could you make a content exactly I have been in need of 🤣 I appreciate that

  • @aadhavanmahendiran8074
    @aadhavanmahendiran8074 2 роки тому

    You are amazing sir. Yes, sir require a complete docker process.

  • @piyushjayasawal2201
    @piyushjayasawal2201 2 роки тому +1

    The amount of help you are providing is just amazing.Keep rocking and educating ❤️🔥

  • @Asparuh.Emilov
    @Asparuh.Emilov Місяць тому

    Amazingly useful! Thank you so much for sharing!

  • @sourjo1
    @sourjo1 2 роки тому

    Yes please. Dockers + Github Actions series!!!

  • @lekeserrano3487
    @lekeserrano3487 2 роки тому

    Thanks for your videos Krish, I always enjoy following your workflow.

  • @akshaymutalikdesai4370
    @akshaymutalikdesai4370 2 роки тому

    @Krish Naik : Yes please we need an entire series on deployment using docker containers. If UA-cam allowed i alone would have given 1000likes 😜. Also please continue your NLP series on BERT and GPT as well i literally loved them

  • @marsrover2754
    @marsrover2754 2 роки тому +2

    Hi @KrishNaik Can you make a playlist which says days of deployment where in you cover end to end deployment series which includes not just ML models but also DL , NLP models using docker and fast API. Thanks for your amazing series.

  • @madhu1987ful
    @madhu1987ful 2 роки тому

    Hi Krish,
    Thanks a lot for this. This is just amazing stuff. I was so happy to see all actions happening automatically. And thankfully I got just 1 error and it was resolved when I reran the workflow on Github :-) Please in your next video explain what exactly is happening in main.yaml file (line by line) this was more like a black box for me !! You have already given brief info abt this and that is well appreciated !!

  • @vigneshnagaraj7137
    @vigneshnagaraj7137 2 роки тому +1

    What is the role of github here when integration is done between gitubactions and docker?

  • @pritamchannawar177
    @pritamchannawar177 10 місяців тому

    Docker part and Heroku container part is bit unclear can you please provide a links for heroku basics.
    Thank you for posting this knowledge, it's more than a University syllabus!

  • @caxupin6666
    @caxupin6666 Рік тому

    Thank you for sharing your knowledge!

  • @mehersaik1873
    @mehersaik1873 2 роки тому

    Well explained video sir👍

  • @gajendrarajv
    @gajendrarajv 2 роки тому

    Please make video about what makes you keep putting videos more than 1.4k video is not a little things
    This involves more effort, hardware, consistency, etc etc.
    Ple make motivation video about your story.

  • @syedshahab8471
    @syedshahab8471 2 роки тому

    Thank you for the amazing explanation and code. I am a facing problem in accessing logs. do any know how to access heroku logs when we deploy apps like this. sorry I am still new to this. Thanks

  • @shaz-z506
    @shaz-z506 2 роки тому

    Could you please create a video on how to create a production API with all forms of testing included in it?

  • @archanat6507
    @archanat6507 Рік тому

    Hi please make a tutorial on inferencing the model using triton server

  • @anuragbhandari3776
    @anuragbhandari3776 2 роки тому

    are procfile and setup.sh file not required here?

  • @yasirali8409
    @yasirali8409 Рік тому

    Amazing🤟

  • @594_kiet_satish5
    @594_kiet_satish5 2 роки тому

    explaination is good

  • @dennyage4791
    @dennyage4791 2 роки тому

    INeuron community class support ended ??

  • @shreyasb.s3819
    @shreyasb.s3819 2 роки тому +3

    Industry level project or real time projects won't use Heroku. My best suggestion any deployment video do with aws or GCP or azure.
    Because u already explained heroku simple deployment video thats enough.
    But this video won't give much weight for resume.
    But docker and github actions add more benefit here

    • @krishnaik06
      @krishnaik06  2 роки тому +5

      Aws and gcp videos will also been soon uploaded

  • @nandinisarker6123
    @nandinisarker6123 2 роки тому

    What is the language written in dockerfile?

  • @archanadevi7081
    @archanadevi7081 Рік тому +1

    Hello Sir, since Heroku is not free to use now, could you teach us an alternative for cloud deployment?

  • @aishwaryapattnaik3082
    @aishwaryapattnaik3082 2 роки тому

    Please make one with Jenkins please

  • @aswinjoseph
    @aswinjoseph 2 роки тому

    Thanks Krish

  • @prathampandey9898
    @prathampandey9898 2 роки тому +1

    Is there any way to deploy Deep Learning projects which uses Tensorflow using heroku? Because when I try to deploy, it shows error that the size limit is reached because of size tensorflow module. I have tried using lower version of tensorflow but it doesn't works.

    • @rakeshsahni_
      @rakeshsahni_ 2 роки тому +1

      You can't because of only 100 MB space limit available on Heroku, you know only tensorflow installation 700+ MB required 😞😞

    • @prathampandey9898
      @prathampandey9898 2 роки тому

      Then I can't deploy tensorflow application using heroku?

    • @rakeshsahni_
      @rakeshsahni_ 2 роки тому

      Hmmmm

    • @abhijitkunjiraman6899
      @abhijitkunjiraman6899 2 роки тому

      Use pip install tensorflow-cpu instead of just tensorflow

    • @piyushaaryan869
      @piyushaaryan869 2 роки тому +1

      @@abhijitkunjiraman6899 still not working

  • @roshantonge1952
    @roshantonge1952 Рік тому

    Yes sir please upload

  • @rachitvdo09
    @rachitvdo09 2 роки тому

    Hello, I am trying to replicate the deployment and was wondering from where do we get the template of YAML and how we decide on which one to choose? Thanks

  • @princesslizzy5675
    @princesslizzy5675 Рік тому

    Yed please a comolete series

  • @learnsharegrowwithgh2181
    @learnsharegrowwithgh2181 2 роки тому

    ERROR: Could not find a version that satisfies the requirement pickle (from versions: none)
    ERROR: No matching distribution found for pickle
    Sir getting this error during build process could you help m here

  • @vijaykumbhar1657
    @vijaykumbhar1657 2 роки тому

    sir i need ur help plz help me for this
    recently i join course from simplilearn course name Data scientist Job guartee programe but now i am confused tht this course is real or fruad i will get 100%job or not plz sir i want suggestion from you

  • @b_113_debashissaha9
    @b_113_debashissaha9 2 роки тому

    Niceeee

  • @marsrover2754
    @marsrover2754 2 роки тому +9

    Hi @KrishNaik Can you make a playlist that says days of deployment where in you cover end to end deployment series which includes not just ML models but also DL , NLP models using docker and fast API. Thanks for your amazing series.