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Machine Learning Model Deployment

Mahesh Sivan 1 Reputation point
2020-07-01T16:26:17.527+00:00

I am new to ML model and am researching using Azure Databricks and MLFlow to train a model. My question is once the model is created, is there a way to host the model that can be downloaded and inferenced remotely ? I am looking for options other than deploying it as a REST endpoint.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,656 questions
Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
2,015 questions
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  1. romungi-MSFT 43,361 Reputation points Microsoft Employee
    2020-07-07T08:37:52.993+00:00

    @MaheshSivan-3675 I think this video from MS build 2019 will help you understand on the integration of databricks with mlflow and Azure ML. Some of the UI or ML portal seen in demo might have changed but the functionality remains the same.

    While using Azure ML you can register and download your model which can be deployed to different targets other than a REST API.