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Finding Purposefully Hidden Sites with GPUs and ML

Finding purposely-hidden nuclear sites is hard. But new tools and datasets allow analysts to interactively explore huge geotemporal datasets. OmniSci has recently partnered with the Center for Nonproliferation Studies (CNS) and Planet to demonstrate how daily satellite imagery, machine learning for feature extraction, and interactive analytics can help make the world safer. CNS continually assesses

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When Data Science Becomes an Art: Forecasting when Historical Data Is Irrelevant

2020’s word of the year is likely to be “unprecedented” — which might make us rather nervous as data scientists or analytics professionals. Machine learning is, after all, the art and science of predicting outcomes of upcoming events based on historical data; in a period without precedent, most available data describes a different, bygone world.

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Visual AI

How can you incorporate images into your model workflows? DataRobot can easily build and deploy highly accurate and explainable machine learning models with images using commodity hardware.

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