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- Learn how to design a data ingestion solution for training data used in machine learning projects.
In this module, you'll learn how to:
- Identify your data source and format
- Choose how to serve data to machine learning workflows
- Design a data ingestion solution
- Design a machine learning model training solution with Azure Machine Learning.
In this module, you learn how to:
- Design a solution to get and prepare data.
- Choose a service and compute to train a model.
- Prepare for model deployment options.
- Design a model deployment solution with Azure Machine Learning Python SDK v2
In this module, you'll learn how to:
- Understand how a model will be consumed.
- Decide whether to deploy your model to a real-time or batch endpoint.
- Design machine learning operations MLOps solution with Azure Machine Learning Python SDK v2.
In this module, you will:
- Explore an MLOps architecture.
- Design for monitoring.
- Design for retraining.
