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since ‎01-08-2024
a week ago

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  • 17 Posts
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I'm a newbie to MLOps and abit confused about the use and the implementation of staging and testing environment in the mlops-stack template. as far as I understand the staging environment is where we run the integration test. But in the ci-cd pipelin...
I am able to use vscode extension + databricks connect to develop Notebooks on my local computer and run them on my databricks cluster. However I can not figure out how to develop the Notebooks that have the file `.py` extension but identified by Dat...
I setup a model serving endpoint and created a monitoring dashboard to monitor its performance. The problem is my inference table doesn't get updated by model serving endpoints. To test the endpoint I use the following codeimport random import time ...
I try to understand how Databricks computes the model drift when the baseline table is available. What I understood from the documentation is Databricks processes both the primary and the baseline tables according to the specified granularities in th...
I am trying to track the lineage of model and tables using the FeatureEngineeringClient. The table lineage shows the relevant tables and notebooks but the model lineage shows only the model. No notebook and tables. here is my code  fe = FeatureEngine...
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