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Biopharma companies generate a lot of proprietary data. But as the Benchling State of Tech in Biopharma report indicates, large and small Biopharma companies struggle to successfully leverage ML solutions in their discovery pipelines. At Ensemble, we’re meeting this industry need with scalable technology that automates data mapping and integration. Our “Dark Matter” solution plugs into existing data pipelines to uncover meaningful patterns and insights across complex data sets. The result? A machine learning stack that measurably accelerates decision-making and innovation. The proof? Consider our case study focused on the open-source Kinase Cancer Inhibitor dataset. Dark Matter demonstrably boosted the performance of linear and non-linear classification algorithms in identifying top-performing inhibitors. (Link: https://buff.ly/3ZKvi3a ) Better data = Better predictions. Get in touch for a demo or to learn more. https://buff.ly/3BbNKbp #BioPharma #AIReady #DrugDiscovery #Innovation#DataScience

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