Chapter 10: Generate Powerful Insights on Azure Synapse Using Azure ML
Machine Learning (ML) has become an integral part of the data ecosystem now and Azure enables you to build powerful, cloud-based ML applications by using the Azure Machine Learning service. Azure ML provides you with options to create supervised or unsupervised ML models and its integration with Azure Synapse has opened a wide ocean for data scientists.
In this chapter, we are going to learn about the integration of Azure Synapse with the Azure ML service, and how we can leverage this unique feature to generate powerful insights into our data.
We will cover the following topics in order to understand how we can bring better insight to our data using machine learning capabilities in Azure Synapse:
- Preparing the environment
- Creating an Azure ML linked service in Synapse
- Machine learning capabilities in Azure Synapse
- Use cases with Cognitive Services
