Build and Run a Docker Container for your Machine Learning Model (Step by Step)

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  • เผยแพร่เมื่อ 23 ธ.ค. 2024

ความคิดเห็น • 19

  • @DataScienceGarage
    @DataScienceGarage  3 ปีที่แล้ว +3

    Thank you for watching this tutorial. I hope it was really for you and can be applied to your real Data Science project.
    Drop a comment about your success and experience by completing this tutorial.
    If you liked it, please subscribe the channel to get more fresh content! Thanks.

    • @pravinkumar54
      @pravinkumar54 3 ปีที่แล้ว

      Can you make a end to end project which implements MLOps with Github Actions, mlflow, airflow

    • @DataScienceGarage
      @DataScienceGarage  3 ปีที่แล้ว +1

      @@pravinkumar54 Hi! Yes, that's a good topic and I will write it on my to-do list. Thanks!

  • @MirrorNeuron
    @MirrorNeuron 3 ปีที่แล้ว +1

    Hi there, do you have a tutorial on deploying a ML training algorithm, and then the models with Docker into AWS Sagemaker

  • @OSAMA260
    @OSAMA260 2 ปีที่แล้ว +1

    Do you have it in Git?

  • @gowthamkrishna6283
    @gowthamkrishna6283 2 ปีที่แล้ว

    hello! I tried the steps , when I run inference I get error like FileNotFoundError: [Errno 2] No such file or directory: '/Users/LRENC/Desktop/Kubernetes/code/test.csv'. What could be the resaon?

  • @mayankmodashiya7815
    @mayankmodashiya7815 3 ปีที่แล้ว +1

    Thank you for creating the video, it really helped

  • @rjrmatias
    @rjrmatias ปีที่แล้ว

    excellent video, thank you !

  • @vigneshnagaraj7137
    @vigneshnagaraj7137 2 ปีที่แล้ว +1

    But real-time work is different. Need docker compose with machine learning example. Please do one such tutorial

  • @shivangsingh4966
    @shivangsingh4966 2 ปีที่แล้ว +1

    Why this channel is underrated? :(

    • @DataScienceGarage
      @DataScienceGarage  2 ปีที่แล้ว +1

      Good question. I don't have any marketing on it, no ads, just organic traffic and Facebook groups...

  • @programming1734
    @programming1734 3 ปีที่แล้ว

    This is gold. Thanks!

  • @andrewsocool1029
    @andrewsocool1029 8 หลายเดือนก่อน

    Thank you for this

  • @ammarjamsheddataalchemist6627
    @ammarjamsheddataalchemist6627 ปีที่แล้ว

    This really helped Big time Although asking a Data Scientist or Analyst to do this is too much they need to have a separate team to work with docker solutions or convert them to images via docker.
    Do you have a similar video on how to do this on Windows.

  • @vimalalwaysrocks
    @vimalalwaysrocks 2 ปีที่แล้ว

    This is awesome!! One QQ.. how do we access a file within the container? For example, If someone else gave me this docker build and If I want to access test.py, how do I do that?

    • @vigneshnagaraj7137
      @vigneshnagaraj7137 2 ปีที่แล้ว

      You have do interctive terminal with docker with ubuntu as base image