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Machine Learning
Dive into the world of machine learning on the Databricks platform. Explore discussions on algorithms, model training, deployment, and more. Connect with ML enthusiasts and experts.
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smedegaard
by • New Contributor III
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Resolved! Difference between MLFlow recipes and projects?

MLFlow projects are described asAn MLflow Project is a format for packaging data science code in a reusable and reproducible way, based primarily on conventions. In addition, the Projects component includes an API and command-line tools for running p...

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smedegaard
New Contributor III
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Thanks for the answer @Priyadarshini G​ . Although a project has a pre-defined folder structure and standard files, it also "... includes an API and command-line tools for running projects, making it possible to chain together projects into workflows...

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confusedIntern
by • New Contributor III
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MLflow Project run always comes back as status failed.

Hi! This is kind of an urgent question so any help would be greatly appreciated! Thanks so much! So I'm following this tutorial to try to create an MLflow project: https://docs.databricks.com/applications/mlflow/projects.htmlI tried with the example ...

Screen Shot 2022-07-13 at 10.09.07 AM Screen Shot 2022-07-13 at 10.13.48 AM Screen Shot 2022-07-13 at 10.17.26 AM
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sean_owen
Databricks Employee
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This is generally not how you use MLflow in Databricks. You are already in Databricks so do not need to send code to Databricks to execute. Instead just run your code in a notebook; there is no need to package as an MLflow Project. Projects are prima...

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confusedIntern
by • New Contributor III
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What are the parameters For MLflow Project file

Hi! I was just wondering what are the parameters For MLflow Project file? I'm following this tutorial to create my own MLflow Project: https://docs.databricks.com/applications/mlflow/projects.htmland within this tutorial, the MLproject file looks lik...

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sean_owen
Databricks Employee
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These parameters are parameters that you will specify when you run the MLflow Project with the mlflow CLI. It lets you parameterize your code, and then pass different parameters to it. How you use them is up to your code. These are not model hyperpar...

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confusedIntern
by • New Contributor III
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MLFlow Project tutorial roadblock in viewing successful job run and run details. Resulted in failed status.

Hi! Any help will be greatly appreciated!! So I'm following this tutorial: https://docs.databricks.com/applications/mlflow/projects.html.I decided to use a folder in DBFS that contains my MLflow Project details. And so, in my project I have: MLprojec...

Screen Shot 2022-07-11 at 3.38.09 PM
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