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Provide steps of MLOps Pipeline #46

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Omarelsherif010 opened this issue Feb 24, 2023 · 3 comments
Open

Provide steps of MLOps Pipeline #46

Omarelsherif010 opened this issue Feb 24, 2023 · 3 comments
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@ahmedtarek26
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AI issues related to AI tasks DevOps issues related to cloud comuting and DevOps documentation Improvements or additions to documentation

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@Omarelsherif010
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Omarelsherif010 commented Feb 24, 2023 •
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Your assistant in this task is @Omarelsherif010

We need a summary of the general steps then the Azure steps
@Omarelsherif010 Omarelsherif010 converted this from a draft issue Feb 24, 2023
@Omarelsherif010 Omarelsherif010 added documentation Improvements or additions to documentation AI issues related to AI tasks DevOps issues related to cloud comuting and DevOps labels Feb 24, 2023
@ahmedtarek26 ahmedtarek26 changed the title Provide steps of MLOPS Pipeline Provide steps of MLOps Pipeline Feb 25, 2023
@ahmedtarek26
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Creating an MLOps pipeline is one of the MLOps steps so this issue isn't clear for now.
you can look at this issue #43 to understand workflow and the steps that are related together

Examples of MLOps pipeline tools:

  1. MLflow
  2. Azure Pipelines

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@Omarelsherif010 Omarelsherif010 moved this from 🆕 New to 🔖 Ready in @Revive My Memory (2nd Sprint) Mar 1, 2023
@anasos20 anasos20 moved this from 🔖 Ready to 🏗 In progress in @Revive My Memory (2nd Sprint) Mar 3, 2023
@Omarelsherif010
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This task will continue with us in the second week until we build a demo MLOps Pipeline

@ahmedtarek26
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ahmedtarek26 commented Apr 25, 2023 •
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@Omarelsherif010

https://www.youtube.com/watch?v=2vDwAX9Bf8c&t=138s&ab_channel=DataTalksClub%E2%AC%9B

TFX:

https://youtu.be/EWH1f2S4SJc

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AI issues related to AI tasks DevOps issues related to cloud comuting and DevOps documentation Improvements or additions to documentation
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