https://github.com/aqafridi/mlflow-for-mlops
https://github.com/aqafridi/mlflow-for-mlops
azure-machine-learning databricks mlflow mlops
Last synced: 4 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/aqafridi/mlflow-for-mlops
- Owner: aqafridi
- License: apache-2.0
- Created: 2022-09-20T19:43:42.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2022-09-28T09:28:51.000Z (about 3 years ago)
- Last Synced: 2025-03-03T04:29:08.742Z (7 months ago)
- Topics: azure-machine-learning, databricks, mlflow, mlops
- Language: Jupyter Notebook
- Homepage:
- Size: 324 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# MLflow-for-MLOps
## Mlflow Get Starter
* [**Run and track experiments**](https://github.com/aqafridi/MLflow-for-MLOps/blob/main/1_Run%20and%20track%20experiments.ipynb)
* [**Deploy and manage**](https://github.com/aqafridi/MLflow-for-MLOps/blob/main/2_Deploy%20and%20manage.ipynb)
* [**Useful tips**](https://github.com/aqafridi/MLflow-for-MLOps/blob/main/3_Tips_and_tricks.ipynb)
## Parameter Tunning using optuna
* [**Parameter Tunning With mlflow on Campus Recruitment Dataset**](https://github.com/aqafridi/MLflow-for-MLOps/blob/main/Parameter%20Tunning%20using%20optuna/mlflow_Campus%20Recruitment_placement_prediction-HPO.ipynb)
## Mlflow on Azure DataBricks
* [**Azure DataBricks**](https://github.com/aqafridi/MLflow-for-MLOps/tree/main/Mlflow%20on%20Azure%20DataBricks)---> These notebooks are official from microsoft trainings.