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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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imgaboy
by • New Contributor III
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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...

Machine Learning
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__paolo__
New Contributor II
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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
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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...

Machine Learning
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Ajay-Pandey
Esteemed Contributor III
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Hi @Avinash Sooriyarachchi​ Thanks for sharing it.

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eyalwir
by • New Contributor
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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 It looks like Databricks' spark-deep-learning has been replaced by Horovod—should this the first option to consider?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...

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User16788317466
by • Databricks Employee
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How do I efficiently read image data for a deep learning model?

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

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Joseph_B
Databricks Employee
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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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