Databricks Community

I am using Databricks FeatureEngineeringClient to log my spark.ml model for batch inference. I use the ALS model on the movielens dataset. My dataset has three columns: user_id, item_id and rankhere is my code to prepare the dataset:fe_data = fe.crea...

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...