Forecasting streaming data under paradigm MLops. For this task, I used ZENML a MLops framework
Install requirements:
pip install "zenml[server]"
Integration with scikit-learn
zenml integration install sklearn -y
Integration with MLflow
zenml integration install mlflow -y
Registred stack in MLflow
zenml experiment-tracker register mlflow_tracker_customer --flavor=mlflow
zenml model-deployer register mlflow_customer --flavor=mlflow
zenml stack register mlflow_stack_customer -a default -o default -d mlflow -e mlflow_tracker_customer --set