Use automated machine learning functions directly from SQL to create and use predictive models.
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Successful organizations recognize the need to develop applications that effectively harness the massive amounts of data available to them. These organizations want to use machine learning to train predictive models from large datasets, so that they can make critical decisions based on their data. This places organizations without the in-house expertise to build machine learning models at a significant disadvantage. For this reason, InterSystems has created IntegratedML.
IntegratedML enables developers and data analysts to build and deploy machine learning models within a SQL environment, without any expertise required in feature engineering or machine learning algorithms. Using IntegratedML, developers can use SQL queries to create, train, validate, and execute machine learning models.
IntegratedML considerably reduces the barrier to entry into using machine learning, enabling a quick transition from having raw data to having an implemented model. It is not meant to replace data scientists, but rather complement them.
For brief instructions for using this image, see Get Started! on the InterSystems IRIS Community Edition repository page.
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