Machine Learning Experiences in Azure Synapse

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Machine learning is an important piece of any Analytics solution. The integration between Synapse and Azure ML promotes a seamless collaboration between data professionals in Synapse and ML professionals in Azure ML. In Synapse Studio, users of all skill levels can leverage ML models built in Azure Machine Learning across their organizations to analyze and enrich data. ​Synapse users can also leverage code free and code experiences to seamlessly train ML models using in Synapse notebooks thanks to automated machine learning powered by Azure Machine Learning. ​The integration between Synapse and Azure ML is making data enrichment through machine learning more accessible to Synapse users, which allows for greater analytics insights. Jump to: 00:00 Livestream begins 00:22 Seth welcomes Nellie 00:45 What is Azure Synapse Analytics? 03:32 Aggregating different styles of data sources 05:48 ML capabilities in Azure Synapse 11:26 Demo 1: Azure Synapse integration with Cognitive Services 14:55 Demo 2: How to train a model using Auto ML 18:13 Demo 3: Model scoring in Azure synapse SQL pools For more information: Getting Started Toolkit https://aka.ms/AIShow/GettingStartedToolkit Azure Synapse Automated ML Tutorial https://Aka.ms/AIShow/AutoML Link an Azure Synapse WS to Azure ML WS https://Aka.ms/AIShow/Quickstart Machine Learning in Synapse https://aka.ms/AIShow/MachineLearningSynapse Scoring Tutorial https://aka.ms/AIShow/ScoringTutorial Create a Free account (Azure) https://aka

Published 2021-01-27 · Watch on YouTube ↗
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