Course Wiki
MLOps Zoomcamp 4.6 - Batch scoring with Mage — MLOps Zoomcamp Module 4
No video - you already know how to do it:
Related Pages
MLOps Zoomcamp › Module 4: Model Deployment › MLOps Zoomcamp 4.6 - Batch scoring with Mage
Notes
No video - you already know how to do it:
- Connect to MLFlow
- Create a transformation block
- Get the model from the registry, apply it
Homework
More information here.
Notes
Did you take notes? Add them here:
- Notes on model deployment (+ creating a modeling package) by Ron M.
- Notes on Model Deployment using Google Cloud Platform, by M. Ayoub C.
- Week4: Notes on Model Deployment by Bhagabat
- Week 4: Deployment notes by Ayoub.B
- Week 4: Deployment notes by Waleed
- Week4: Deployment: Offline (Batch), Online (Web service /w MLflow, Streaming) by Hongfan (Amber)
- Week 4: Deployment Notes - Marcus
[Cohort 2025 ML model deployment notes by Nitin Gupta](https://github.com/niting9881/course-mlops-zoomcamp/blob/main/04-deployment/README.md) * [week-4: Detailed notes on deployment,streaming module,notes,codes and homework by Muhammad Shifa](https://github.com/MuhammadShifa/mlops-zoomcamp2025/blob/main/04-deployment/README.md) * Send a PR, add your notes above this line
Key concepts
Related notes
- mlops-m01-homework
- mlops-m01-optional-training-a-ride-duration-prediction-mod
- 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-m03-turning-the-notebook-into-a-python-script
- mlops-m03-using-an-orchestrator
- mlops-m04-batch-preparing-a-scoring-script
- 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-m04-web-services-getting-the-models-from-the-model-r
- mlops-m05-debugging-with-test-suites-and-reports
- mlops-m06-homework
- mlops-m07-course-project
Sources