Over the last few years, many companies have begun rolling out data platforms for business intelligence and business analytics. More recently companies have started to expand towards platforms that can support growing teams of data scientists. Common features of modern data science platforms include: support for notebooks and open source machine learning libraries, project management (collaboration and reproducibility), and model visualization.
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