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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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trkrishnan
by • New Contributor III
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Resolved! Spark nlp on Databricks - looking for known issues/best practices

I m currently looking for information on whether Spark NLP can run fine on Databricks platform.Can someone please share - known issues/bugs encountered- any fixes or config settings required in environment- best practices to follow

Machine Learning
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trkrishnan
New Contributor III
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Thanks a lot for the quick response

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thib
by • New Contributor III
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Resolved! Feature store : Can create_training_set() be implemented to execute an inner join?

For timeseries feature tables, an inner join is made at the creation of the feature table. For the other type of feature tables, a left join is made, so NaN values can show up in the training set. Can the inner join in create_training_set() method be...

Machine Learning
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thib
New Contributor III
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Thank you Hubert, that's a good alternative, I just thought I'd stick to the api as much as possible, but this solves it.

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SeanB
by • New Contributor II
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Resolved! Can you deploy models that can be queried/called/inferred outside your organization?

It looks like you can via MLflow but I wanted to check before diving deeper?Also it seems like if it is possible, it's just for small scale experimentation?Thank you!

Machine Learning
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SeanB
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Yes, If somebody outside Databricks can query/use a model built in Databricks. I assume the answer must be yes?

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User16789201666
by • Contributor II
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What is Databricks' model deployment framework?

How do you do deploy a model in Databricks.

Machine Learning
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RonanStokes_DB
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The following resources provide more detail on this:Databricks model registry example notebook: https://docs.databricks.com/_static/notebooks/mlflow/mlflow-model-registry-example.htmlDatabricks model lifecycle - https://docs.databricks.com/applicatio...

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