Which deep learning network is best for you?

In “Big data – a road map for smarter data,” I describe a set of machine learning architectures that will provide advanced capabilities to include image, handwriting, video, and speech recognition, natural language processing and object recognition. There is no perfect deep learning network that…

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Aggregating with Apache Spark

An aggregate in mathematics is defined as a « collective amount, sum, or mass arrived at by adding or putting together all components, elements, or parts of an assemblage or group without implying that the resulting total is whole. » While there are many uses for aggregation…

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The human side of the data revolution

For over a decade, data has been at or near the top of the enterprise agenda. A robust ecosystem has emerged around all aspects of data (collection, management, storage, exploitation and disposition). And yet in my discussions with Global 2000 executives, I find many are…

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Welcome to a world of sensors

Increasingly, we live in a sensor-laden world. Almost every electronic device in our lives has some kind of sensor in it, possibly many. We don’t tend to think of sensors when looking at our phones, refrigerators, cars, airplanes and buildings, but believe me, they’re in…

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