Add example Databricks notebook for MLFlow data versioning and managing dependent models - Githubissues

liupeirong / MLOpsManufacturing

Demonstrate samples and good engineering practice for operationalizing machine learning solutions.

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Add example Databricks notebook for MLFlow data versioning and managing dependent models #85

Closed xiaolul closed 3 years ago

xiaolul commented 3 years ago

Under sample/mlflow_dataversioning_dependent_models

loan_classification.ipynb is the databricks sample notebook demonstrating how to perform data versioning and manage dependent models using MLFlow, without cell output.
loan_classification.html is generated for preview purpose, with output.
README is provided for informations of how to start and use the sample notebook.

Note, all DevOps and DataOps process are in this repo. This is also doumented in the README.