Benchmarking the Full AI Hardware/Software Stack

Click to learn more about author James Kobielus. Artificial Intelligence (AI) is a resource hog. AI-powered programs will grind to a halt unless developers continue to seek out the fastest, most scalable, most power-efficient and lowest-cost hardware, software and Cloud platforms to run their workloads. As the AI arena shifts toward workload-optimized architectures, there’s a growing need […]

Getting Back to the Basics: What is Machine Learning?

Click to learn more about author Seth Deland. Machine Learning seems to be the engineering industry’s latest buzzword – a technology with astonishing potential, yet one that many businesses struggle to understand, let alone embrace.  Just last year, fewer than one-third (23%) of businesses had adopted any level of Machine Learning automation, and only 5% reported […]

Deep Learning 101: The What, Where, and How

Researchers have tried for decades to create computers capable of learning. Recently, using the human brain as a model, they have had some success. Complicated algorithms have been developed, allowing computers to learn on a limited scale. Deep Learning (DL) is the name used for the process of computers “learning” appropriate responses as they interact […]

Trends to Look for in Text and Social Analytics

by Angela Guess Seth Grimes recently wrote in VentureBeat, “Text, sentiment, and social analytics help you tune in, at scale, to the voice of the customer, patient, public, and market. The technologies are currently being applied in an array of industries ranging from healthcare to finance, media, and consumer markets. They distill business insight from […]

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