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16 top platforms for data science and machine learning
Gartner defines a data science and machine-learning platform as “A cohesive software application that offers a mixture of basic building blocks essential both for creating many kinds of data science solution and incorporating such solutions into business processes, surrounding infrastructure and products.” Such a platform “supports data scientists in the performance of tasks across the entire data and analytics pipeline. These include tasks relating to data access and ingestion, data preparation, interactive exploration and visualization, feature engineering, advanced modeling, testing, training, deployment and performance engineering.” With that in mind, the research firm has released a Magic Quadrant report that looks at 16 leading products in this space. The report was written by Gartner analysts Carlie J. Idoine, Peter Krensky, Erick Brethenoux, Jim Hare, Svetlana Sicular and Shubhangi Vashisth.