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They'll be coming into your life -- at least your business life -- sooner than you think. via Entrepreneur: Latest Machine Learning Articles http://ift.tt/2EXKjCp

Machine learning unveils the hidden potentials of big data to solve complex business problems. via Entrepreneur: Latest Machine Learning Articles http://ift.tt/2nnBZpl

Our understanding of the universe is poised to progress at warp speed, thanks to new research by scientists at the National Center for Supercomputing Applications at the University of Illinois, Urbana-Champaign. The NCSA scientists are pioneering the use of GPU-accelerated deep learning to detect and interpret gravitational waves, ripples in the fabric of space and time caused by exploding stars, colliding black holes, and even the birth of the universe itself. Their work, which uses simulations run on traditional supercomputers to train AI, has the potential to speed scientific discovery by slashing the time and computational resources needed to analyze gravitational waves and the astronomical events that cause them. As a result, researchers can spot waves that previously went undetected and to probe them more deeply, putting us closer to understanding how the universe works. “Scientists might find gravitational waves not predicted by Einstein (in his general theory of relativity

Thinking about depression treatment is likely to depress you. The disease, which is the world’s leading cause of disability , affects an estimated 300 million people globally. Although there are plenty of possible treatments, doctors have no reliable way to know what’s best for each patient. Many people struggle with depression for years — enduring medication side effects and feelings of despair — while they contend with what’s now a trial-and-error effort. “That suffering motivated us to find a better way,” said Robert Fratila, co-founder and chief technology officer at Montréal-based startup, Aifred Health . The company is using GPU-accelerated deep learning to predict the best treatments based on a patient’s symptoms, demographics and the results of certain medical tests. Its work so far earned it a spot as one of the top 10 teams in the ongoing $5 million IBM Watson AI XPRIZE Competition , Personalized Depression Treatment Depression is more than just a bout of the blues. At