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IBM Watson Studio Desktop was created for business analysts and data scientists to help them prepare and analyze their data and build predictive models within a single environment. The platform addresses its users' needs by offering a streamlined workflow for data analysis and developing models, all in a secure environment to work in. The tool is easily installable, and subsequent system updates happen automatically. The software behind IBM Watson provides a fully integrated environment designed to make it easy to develop, train, and manage models.