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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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jcapplefields88
by • New Contributor II
  • 1556 Views
  • 1 replies
  • 1 kudos

Expose low latency APIs from Deltalake for mobile apps and microservices

My company is using Deltalake to extract customer insights and run batch scoring with ML models. I need to expose this data to some microservices thru gRPC and REST APIs. How to do this? I'm thinking to build Spark pipelines to extract teh data, stor...

Machine Learning
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  • 1 replies
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stefnhuy
New Contributor III
  • 1 kudos

Hey everyone It's awesome that your company is utilizing Deltalake for extracting customer insights and running batch scoring with ML models. I can totally relate to the excitement and challenges of dealing with data integration for microservices and...

  • 1 kudos
Saeid_H
by • Contributor
  • 5771 Views
  • 7 replies
  • 8 kudos

What are the practical advantage of Feature Store compared to Delta Lake?

Could someone explain the practical advantages of using a feature store vs. Delta Lake. apparently they both work in the same manner and the feature store does not provide additional value. However, based on the documentation on the databricks page, ...

Machine Learning
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Anonymous
Not applicable
  • 8 kudos

Hi @Saeid Hedayati​ 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 answer...

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jcapplefields88
by • New Contributor II
  • 1417 Views
  • 3 replies
  • 1 kudos

Expose low latency APIs from Deltalake for mobile apps and microservices

My company is using Deltalake to extract customer insights and run batch scoring with ML models. I need to expose this data to some microservices thru gRPC and REST APIs. How to do this? I'm thinking to build Spark pipelines to extract teh data, stor...

Machine Learning
Reply
  • 1417 Views
  • 3 replies
  • 1 kudos
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Noopur_Nigam
Valued Contributor II
  • 1 kudos

Hi @John Capplefield​ Gentle follow-up, please let us know if you need further help on this.

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