This is a series of hands-on labs for Synapse + AML integration
- Create a Synapse workspace
- Create a Synapse Dedicated SQL Pool
- Create a Synapse Spark Pool
- Create AML workspace
- Create Compute Instance within AML
- Create a AML linked service in Synapse
| Lab | Description |
|---|---|
| PREDICT in Dedicated SQL Pool | This is a lab to train an Onnx model and score the model using PREDICT in dedicated SQL Pool |
| Orchestrate AML batch pipelines | This is a lab to publish a AML Batch Inferencing Service and execute it within Synapse data integration pipeline |
| Using Synapse Spark Pool in AML | This is a lab that covers two different ways to use Synapse Spark pool in Azure Machine Learning |
| PREDICT in Synapse Spark Pool | This is a lab that goes through how to see PREDICT in Synapse Spark Pool to score a MLFlow packaged model |