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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

imgaboy
by New Contributor III
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  • 8 replies
  • 5 kudos

Spark with LSTM

I am still lost on the Spark and Deep Learning model.If I have a (2D) time series that I want to use for e.g. an LSTM model. Then I first convert it to a 3D array and then pass it to the model. This is normally done in memory with numpy. But what hap...

  • 5865 Views
  • 8 replies
  • 5 kudos
Latest Reply
__paolo__
New Contributor II
  • 5 kudos

Hi!I guess you've already solved this issue (your question has been posted more than 1 year ago), but maybe you could be interested in readinghttps://learn.microsoft.com/en-gb/azure/databricks/machine-learning/train-model/dl-best-practicesThere are s...

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User16752245767
by Contributor
  • 1047 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...

  • 1047 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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eyalwir
by New Contributor
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  • 0 replies
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Deep Learning on Spark within AWS EMR

I'd like to use Deep Learning on Spark within AWS EMR.Is there a best practice or 'recommended' DL framework to run on Spark? It looks like Databricks' spark-deep-learning has been replaced by Horovod—should this the first option to consider? If th...

  • 529 Views
  • 0 replies
  • 0 kudos
User16788317466
by New Contributor II
  • 1153 Views
  • 2 replies
  • 0 kudos

How do I efficiently read image data for a deep learning model?

How do I efficiently read image data for a deep learning model?

  • 1153 Views
  • 2 replies
  • 0 kudos
Latest Reply
Joseph_B
New Contributor III
  • 0 kudos

Our documentation provides nice examples of preparing image data for training and inference.Training: See docs for AWS, Azure, GCPInference: See reference solution for AWS, Azure, GCP

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