Ingenious e-Brain Solutions forecasts a considerable trend for “AI democratization” where various machine learning/deep learning technologies become available in pre-trained, pre-configured “off-the-shelf” formats, or relatively ready-to-use formats — via cloud-based models, frameworks, and drag-and-drop AI-pipeline building platforms (for example, KNIME). Companies such as Google, Tencent, Nvidia, Microsoft, and others are expanding into the healthcare space by not only providing specialized services and tools to pharma counterparties but also investing directly in biotech start-ups and large

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