![]() ![]() Gartner observes that growing at the rate of the market actually means growing slowly. The growing size of the market feeds startups at all phases of the data science lifecycle. ![]() Numerous smaller, younger, and mid-size vendors are in sustained periods of hypergrowth. ![]() The longest-standing big names in this sector - IBM, MathWorks, and SAS - are still holding their ground and innovating with modern offerings and adaptive strategies. Amazon wasn’t even included in last year’s Magic Quadrant because it hadn’t shipped its core product by the November 2019 cutoff date. Google and Amazon are finally competing with Microsoft for supremacy in terms of DSML capabilities in the cloud.Responsible AI governance, transparency, and addressing model-based biases are the most valuable differentiators in this market, and every listed vendor is making progress in these areas. ![]()
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