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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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Forum Posts

Kaniz
by Community Manager
  • 886 Views
  • 3 replies
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 �� Monthly Community Q&A: Ask the Experts! �� We're excited to announce our first monthly Community Q&A session!  This is y...

  Monthly Community Q&A: Ask the Experts! We're excited to announce our first monthly Community Q&A session! This is your chance to ask questions, seek advice, and gain insights from our team of Data Science and AI experts.Whether you're curious abou...

questions-answers
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Latest Reply
Anonymous
Not applicable
  • 3 kudos

Hi! @Kaniz Fatma​ Thanks for the answer and nice explanation. As per my expertise, even embedded systems design with IoT work in a wide range of areas. It just only requires an AI gateway system.

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Anonymous
by Not applicable
  • 364 Views
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Hello Everyone, I am thrilled to announce that we have our 5th winner for the raffle contest - @Emilia​. Please join me in congratulating her on this ...

Hello Everyone,I am thrilled to announce that we have our 5th winner for the raffle contest - @Emilia​. Please join me in congratulating her on this remarkable achievement!Your dedication and hard work have paid off, and we are delighted to have you ...

Winner5
  • 364 Views
  • 0 replies
  • 1 kudos
Anonymous
by Not applicable
  • 330 Views
  • 0 replies
  • 1 kudos

 Hello Everyone, I am thrilled to announce that we have our 3rd winner for the raffle contest - @Jogeswara​. Please join me in congratulating him on t...

 Hello Everyone,I am thrilled to announce that we have our 3rd winner for the raffle contest - @Jogeswara​. Please join me in congratulating him on this remarkable achievement!Jogesswara, your dedication and hard work have paid off, and we are deligh...

Winner3
  • 330 Views
  • 0 replies
  • 1 kudos
Tom12
by New Contributor III
  • 2213 Views
  • 5 replies
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DBFS REST API - unable to access or upload experiment artifacts - permission denied

Hello,we are trying to achieve artifacts upload to MLflow experiments via REST API. (We have an edge case when we need to do that)But if we try to use DBFS API to upload an artifact, we are not allowed. Always ends up with:`PERMISSION_DENIED: No oper...

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  • 5 replies
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Anonymous
Not applicable
  • 4 kudos

Hi @Tomas Hanzlik​  I'm sorry you could not find a solution to your problem in the answers provided.Our community strives to provide helpful and accurate information, but sometimes an immediate solution may only be available for some issues.I suggest...

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Hubert-Dudek
by Esteemed Contributor III
  • 609 Views
  • 1 replies
  • 5 kudos

Databricks has introduced new functionality for serving machine learning models through a serverless REST API, enabling the consumption of models outs...

Databricks has introduced new functionality for serving machine learning models through a serverless REST API, enabling the consumption of models outside of Databricks. While serving the model via REST API is ideal for external use cases, it is recom...

1677238735536
  • 609 Views
  • 1 replies
  • 5 kudos
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jose_gonzalez
Moderator
  • 5 kudos

Thank you for sharing this!!!

  • 5 kudos
Sujitha
by Community Manager
  • 457 Views
  • 1 replies
  • 2 kudos

Don’t miss out! Data + AI Summit early bird pricing ends soon Register by February 28 to take advantage of our early bird discount. Join thousands of ...

Don’t miss out! Data + AI Summit early bird pricing ends soonRegister by February 28 to take advantage of our early bird discount. Join thousands of data engineers, data scientists and data analysts from around the world at this year’s Data + AI Summ...

  • 457 Views
  • 1 replies
  • 2 kudos
Latest Reply
Kaniz
Community Manager
  • 2 kudos

Wow!!Hurry up, Community Influencers!

  • 2 kudos
Sujitha
by Community Manager
  • 397 Views
  • 0 replies
  • 4 kudos

Hello Databricks Community!  We are getting really excited about the upcoming event of the year Data & AI Summit 2023! The world’s largest data, a...

Hello Databricks Community! We are getting really excited about the upcoming event of the year Data & AI Summit 2023!The world’s largest data, analytics and AI conference returns live, to San Francisco and virtually. Four days (June 26–29, 2023) pack...

  • 397 Views
  • 0 replies
  • 4 kudos
garymm
by New Contributor
  • 338 Views
  • 0 replies
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Databricks-hosted MLFlow ignores the `mlflow.user` tag when set in the "runs/create" REST API call and doesn't let me change it after a ...

Databricks-hosted MLFlow ignores the `mlflow.user` tag when set in the "runs/create" REST API call and doesn't let me change it after a run is created.Open source MLFlow respects the tag.Could you please change the server to respect this field when i...

  • 338 Views
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User16752245767
by Contributor
  • 1050 Views
  • 3 replies
  • 10 kudos

I am Avi, a Solutions Architect at Databricks. We have built an application to demonstrate how AI-capabilities could be easily integrated to deliver n...

I am Avi, a Solutions Architect at Databricks. We have built an application to demonstrate how AI-capabilities could be easily integrated to deliver novel user experiences. The application allows users to submit images and text, and uses these inputs...

  • 1050 Views
  • 3 replies
  • 10 kudos
Latest Reply
Ajay-Pandey
Esteemed Contributor III
  • 10 kudos

Hi @Avinash Sooriyarachchi​ Thanks for sharing it.

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studentofml
by New Contributor
  • 661 Views
  • 1 replies
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Is Model Serving REST API available?

This is mentioned in:https://learn.microsoft.com/en-us/azure/databricks/mlflow/create-manage-serverless-model-endpointswith api call example, while in:https://learn.microsoft.com/en-us/answers/questions/892678/how-to-enable-databricks-model-serving-w...

  • 661 Views
  • 1 replies
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Latest Reply
Kaniz
Community Manager
  • 0 kudos

Hi @Thou Mather​ , Did you get a chance to go through this doc?

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isaac_gritz
by Valued Contributor II
  • 1736 Views
  • 1 replies
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Responsible AI on Databricks

Looking to learn how you can use responsible AI toolkits on Databricks? Interested in learning how you can incorporate open source tools like SHAP and Fairlearn with Databricks?I would recommend checking out this blog: Mitigating Bias in Machine Lear...

  • 1736 Views
  • 1 replies
  • 1 kudos
Latest Reply
Kaniz
Community Manager
  • 1 kudos

Awesome!

  • 1 kudos
User16345769212
by New Contributor III
  • 424 Views
  • 0 replies
  • 2 kudos

Unity Catalog Webinar: Join us to learn what's new, and what’s coming in Unity Catalog Governance for Data and AI is complex. Databricks Unity Cat...

Unity Catalog Webinar: Join us to learn what's new, and what’s coming in Unity CatalogGovernance for Data and AI is complex. Databricks Unity Catalog provides a unified governance solution for all data and AI assets on any cloud, empowering data team...

How to simplify data and AI governance with Unity Catalog
  • 424 Views
  • 0 replies
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Mohit_m
by Valued Contributor II
  • 1081 Views
  • 2 replies
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Resolved! How to enable and disable Model Serving using Rest API

ML flow model serving in Databricks docs details the options to enable and disable from the UIhttps://docs.databricks.com/applications/mlflow/model-serving.html

  • 1081 Views
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Latest Reply
Mohit_m
Valued Contributor II
  • 3 kudos

Please find below the REST APIs to enable and disable Model-ServingBelow are the examples in PythonYou need to use the token to interact with Rest APItoken = "dxxxxxx"instance = "https://<workspacexxx>.cloud.databricks.com"headers = {'Authorization':...

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User15787040559
by New Contributor III
  • 1698 Views
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Is there a way to add an instance profile to a Databricks group using REST API?

Please seehttps://docs.databricks.com/dev-tools/api/latest/scim/scim-groups.htmlAn examplecurl -X PATCH -n 'https://test-fw-us-1.cloud.databricks.com/api/2.0/preview/scim/v2/Groups/4062877510650442' -d \ "{ \"schemas\":[\"urn:ietf:params:scim:api:mes...

  • 1698 Views
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Cary
New Contributor III
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Without knowing all that you are trying to do, the answer is yes, with the Instance Profile API. https://docs.databricks.com/dev-tools/api/latest/instance-profiles.html. You might also check out the SCIM APIs to associate the Instance Profile to a g...

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User16753724663
by Valued Contributor
  • 1420 Views
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  • 1420 Views
  • 1 replies
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Latest Reply
User16753724663
Valued Contributor
  • 0 kudos

We can use the below api to list out the jobs and then use the delete job api:https://docs.databricks.com/dev-tools/api/latest/jobs.html#listListEndpoint HTTP Method2.0/jobs/list GETOnce we list out the jobs, then we can use below API to delete them:...

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