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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
  • 1908 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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  • 1908 Views
  • 1 replies
  • 1 kudos
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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
  • 12849 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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  • 12849 Views
  • 7 replies
  • 8 kudos
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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...

  • 8 kudos
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jcapplefields88
by • New Contributor II
  • 1644 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
  • 1644 Views
  • 3 replies
  • 1 kudos
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Latest Reply
Noopur_Nigam
Databricks Employee
  • 1 kudos

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

  • 1 kudos
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