Many organizations utilize more diverse products and services to accomodate their end users. This creates various distributed data models where Machine Learning would be needed. The Spark Machine Learning library provides the ability for developers to focus on the Machine Learning model using distributed data, while abstracting away the complexities surrounding it such as configuration or infrastructure.
Azure Synapse Analytics is a service that brings together data integration, enterprise data warehousing, and big data analytics. It allows data to be queried using either serverless or dedicated options—at scale. Azure Synapse also has the ability to incorporate Machine Learning solutions with Spark. In this session, we'll discuss how this functionality can be implemented as part of a Azure Data solution.