Configure settings for online deployment
Configure compute for a batch deployment
Deploy a model to a batch endpoint
Deploy a model to an online endpoint
Test an online deployed service
Invoke the batch endpoint to start a batch scoring job
Trigger an Azure Machine Learning job, including from Azure DevOps or GitHub
Automate model retraining based on new data additions or data changes
Define event-based retraining triggers
Implement a partition strategy for files
Implement a partition strategy for analytical workloads
Implement a partition strategy for streaming workloads
Implement a partition strategy for Azure Synapse Analytics
Identify when partitioning is needed in Azure Data Lake Storage Gen2
Create and execute queries by using a compute solution that leverages SQL serverless and Spark cluster
Recommend and implement Azure Synapse Analytics database templates