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Azure Synapse Analytics is a cloud-based analytics service provided by Microsoft Azure. It is a fully managed platform that allows you to ingest, prepare, manage, and serve data for immediate business intelligence and machine learning needs. It provides a wide range of tools and features to help you build, train, and deploy machine learning models, including built-in algorithms, pre-built Jupyter notebooks, and support for popular machine learning frameworks such as TensorFlow and PyTorch. It is widely used by data scientists and machine learning engineers to build, train, and deploy machine learning models, and it is a popular choice for organizations looking to leverage machine learning in their applications and services.