How to create a Reproducible Data and ML Pipeline using DVC | DVC ML Pipeline Live Demo |

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  • เผยแพร่เมื่อ 17 พ.ย. 2024

ความคิดเห็น • 12

  • @AshutoshTripathi_AI
    @AshutoshTripathi_AI  3 หลายเดือนก่อน +1

    Data Version Control Live Demo: th-cam.com/video/mvoOZtUZyNE/w-d-xo.htmlsi=vBnwnNkUILgKw586
    Setup gsutil to access gs cloud buckets: th-cam.com/video/kAg4TO03slA/w-d-xo.htmlsi=neGC5hrjEmt1-_Ob

  • @rotnodipsarkar4797
    @rotnodipsarkar4797 2 หลายเดือนก่อน +1

    Thank you so much, Dada! Your works are really helpful! Keep working and guide us; distribute your knowledge, experience and good things!

    • @AshutoshTripathi_AI
      @AshutoshTripathi_AI  2 หลายเดือนก่อน +1

      You are welcome. And thank you for the kind words.

    • @rotnodipsarkar4797
      @rotnodipsarkar4797 2 หลายเดือนก่อน

      @@AshutoshTripathi_AI God bless, Dada!

  • @vaibhavkadam4482
    @vaibhavkadam4482 3 หลายเดือนก่อน +1

    🎉 waited for this video

    • @AshutoshTripathi_AI
      @AshutoshTripathi_AI  3 หลายเดือนก่อน

      Hope it helps. Part 2 will come on coming Monday which will cover the experiment tracking part. Thanks for stopping by, Vaibhav.

  • @kashifsadiq4145
    @kashifsadiq4145 3 หลายเดือนก่อน +1

    great sir

  • @akashprabhakar6353
    @akashprabhakar6353 2 หลายเดือนก่อน +1

    Thanks a lot brother. I have seen videos on dvc but was still not confident. I have seen your mlflow video also. Can u let mw know do we use both dvc and mlflow in a project? Because both are kind of doing same things. Whats different with dvc ? Dvc tracks data as well right? and mlflow tracks model andcan registe rmodel. Kindly elaborate.
    Thanks a lot for the video.

    • @AshutoshTripathi_AI
      @AshutoshTripathi_AI  2 หลายเดือนก่อน +1

      Dvc mainly used for data tracking. And mlflow for experiment and model tracking. These are the main objectives of these two tools. However now they have started providing everything around MLOps so choice remains with user based on easy to use.

    • @akashprabhakar6353
      @akashprabhakar6353 2 หลายเดือนก่อน

      @@AshutoshTripathi_AI thanks for thr reply...appreciate it.
      So u mean, now even data can be tracked using mlflow..oh great

    • @AshutoshTripathi_AI
      @AshutoshTripathi_AI  2 หลายเดือนก่อน +1

      @@akashprabhakar6353 yes