Course Wiki

Web-services: Getting the models from the model registry (MLflow) — MLOps Zoomcamp Module 4

MLOps Zoomcamp › Module 4: Model Deployment › Web-services: Getting the models from the model registry (MLflow)

Notes

See code here

Key concepts

• Model Registry
• MLflow

Related notes

• mlops-m02-experiment-tracking-with-mlflow
• mlops-m02-getting-started-with-mlflow
• mlops-m02-homework
• mlops-m02-mlflow-benefits-limitations-and-alternatives
• mlops-m02-mlflow-in-practice
• mlops-m02-model-registry
• mlops-m03-homework
• mlops-m04-batch-preparing-a-scoring-script
• mlops-m04-mlops-zoomcamp-4-6-batch-scoring-with-mage
• mlops-m04-optional-streaming-deploying-models-with-kinesis
• mlops-m04-three-ways-of-deploying-a-model
• mlops-m04-web-services-deploying-models-with-flask-and-doc
• mlops-m07-course-project

Sources

• Video
• Lesson file