by
missyT
• New Contributor III
- 1212 Views
- 3 replies
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I am looking to create a basic virtual assistant (AI) that implements machine learning mechanisms.I have some basic knowledge of Python and I have seen some courses on the internet (youtube in particular) that look very interesting.But for the moment...
- 1212 Views
- 3 replies
- 4 kudos
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Hey everyone!I'm clearly excited about this topic since I'm a huge fan of AI assistants and machine learning. MissyT, creating a basic virtual assistant with machine learning capabilities is an excellent idea! With your simple knowledge of Python and...
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Is it possible to deploy the mlflow model to a sagemaker endpoint where the image URL is not referring to an image in ECR but the image is actually present in a private docker registry?
- 2295 Views
- 5 replies
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Atanu
Esteemed Contributor
@Saurabh Verma​ , this to create the endpoint.also, check this out - https://github.com/mlflow/mlflow/blob/0fa849ad75e5733bf76cc14a4455657c5c32f107/mlflow/sagemaker/__init__.py#L361
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- 2764 Views
- 10 replies
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Can an mlflow registered model automatically infer the online feature store table, if that model is trained and logged via a databricks feature store table and the table is pushed to an online feature store (like AWS RDS)?
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Hi @Saurabh Verma​ , Feature Store <> SageMaker integration is not fully rolled out yet. We are looking to roll that out in Private Preview mode soon. It will need DynamoDB online store type which will be available soon.
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by
Dunken
• New Contributor III
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- 7 replies
- 3 kudos
I would like to use Databricks in a CD4ML way (see also https://martinfowler.com/articles/cd4ml.html). Is this possible? I would like to develop and train models in one environment once qualified, I would like to deploy the model with the application...
- 2554 Views
- 7 replies
- 3 kudos
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Atanu
Esteemed Contributor
something below you are looking for @Armin Galliker​ ?
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- 2129 Views
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Hi Guys. I've implemented a Machine Learning model on Databricks and have registered it with a Model URL. I wanted to enquire if I could use this model on Power BI. Basically the model predicts industries based on client demographics. Ideally I would...
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Thank you @Werner Stinckens​ and @Joseph Kambourakis​ for your replies.
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- 12573 Views
- 14 replies
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I wanted to deploy a registered model present in databricks managed MLFlow to a sagemaker via databricks notebook?As of now, it is not able to run mlflow sagemaker build-and-push container command directly. What all configurations or steps needed to ...
- 12573 Views
- 14 replies
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Hi @Saurabh Verma​ , Yes, it's the right process. Thanks.
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- 2762 Views
- 8 replies
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How to deploy real-time model on databricks at scale? Right now, The model serving is very limited to 20 requests per second. Also, There are no model monitoring framework/graphs like the one's provided with AzureML or Sagemaker frameworks.
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I believe the next update to serving will include 1, not 2 (this is still within a Databricks workspace in a region). I don't think multi-model endpoints are on the roadmap next.How does Airflow integration relate?
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