%pip install dbdemos
import
dbdemos
dbdemos.install(
'mlops-end2end'
)
Try this demo in your workspace!
Run the following in your notebook:
License
|
Notice
MLOps - End 2 end pipeline
Automate your model deployment with MLFlow and UC, end 2 end!
01-mlops-quickstart
00_mlops_end2end_quickstart_presentation
01_feature_engineering
02_train_lightGBM
03_from_notebook_to_models_in_uc
04_challenger_validation
05_batch_inference
02-mlops-advanced
00_mlops_end2end_advanced
01_feature_engineering
02_model_training_hpo_optuna
03a_create_deployment_job
03b_from_notebook_to_models_in_uc
04a_challenger_validation
04b_challenger_approval
05_batch_inference
06_serve_features_and_model
07_model_monitoring
08_drift_detection
