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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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fsimoes
by • New Contributor II
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Resolved! Docker image with libraries + MLFlow Experiments

Hi everybody,I have a scenario where we have multiple teams working with Python and R, and this teams uses a lot of different libraries. Because of this dozen of libraries, the cluster start took much time. Then I created a Docker image, where I can ...

Machine Learning
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Anonymous
Not applicable
  • 1 kudos

Hi @Fabio Simoes​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers ...

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confusedIntern
by • New Contributor III
  • 3611 Views
  • 4 replies
  • 2 kudos

Uploaded Docker image into cluster. Used cluster for MLFlow experiment, but no experiment is logged/there are no experiment runs. Why is this?

Hi! So I used this MLFlow experiment I found from the databricks website: https://docs.databricks.com/_static/notebooks/machine-learning-with-unity-catalog.htmlAnd I created this cluster using a custom Docker image I created myself:  Usually when I c...

Screen Shot 2022-08-02 at 4.13.14 PM Screen Shot 2022-08-02 at 4.17.10 PM Screen Shot 2022-08-02 at 4.17.47 PM
Machine Learning
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Debayan
Databricks Employee
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Have you tried the steps mentioned in the below URL:https://docs.databricks.com/clusters/custom-containers.html#step-3-launch-your-cluster

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Vijeth
by • New Contributor II
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Resolved! How to deploy or create mlflow model as docker image with REST api endpoint within databricks?

Is it possible to create mlflow model as a docker image with REST api endpoint and use it for inferencing within databricks or hosting the image in azure container instances?

Machine Learning
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BilalAslamDbrx
Databricks Employee
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@Vijeth Moudgalya​ , Hey there, we are definitely interested in making model serving easier and simpler on Databricks. There are some useful product features coming down the line - contact me at bilal dot aslam at databricks dot com if you are intere...

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