Azure Synapse Analytics Deep Dive: Machine Learning in Azure Synapse Analytics

Azure Synapse is a scalable analytics service that brings together enterprise data warehousing and Big Data analytics. This deep dive shows you how to perform data engineering and exploration, build automated data integration pipelines, run interactive queries using serverless SQL pools, and optimize a data warehouse with dedicated SQL pools. Finally, you will learn the end-to-end Azure Machine Learning and Azure Cognitive experience in Azure Synapse Analytics.

• Create an Azure Machine Learning linked service in Synapse Studio
• Trigger an Auto ML experiment using data from a Spark table
• Enrich data using trained models
• Use the T-SQL PREDICT function with an ONNX model
• Serve prediction results in Power BI