Learn Deep Learning in an Hour, Day, Season, or Decade

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The definitive list of resources for learning how deep learning works on any time scale

Whether we like it or not, [deep learning] is eating the world. It’s the Wild West out here.

Everyone recommends different resources and makes different assumptions about how much time you have. I looked at a bunch and removed some guesswork on both fronts. These resources are simply the best, better than all the rest.

 

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Study employs deep learning to explain extreme eventsIdentifying the underlying cause of extreme events such as floods, heavy downpours or tornados is immensely difficult and can take a concerted effort by scientists over several decades to arrive at feasible physical explanations.
Source: physorg_com - 🏆 388. / 55 Read more »

Engineering study employs deep learning to explain extreme eventsAt the core of uncovering extreme events such as floods is the physics of fluids – specifically turbulent flows. Researchers leveraged a computer-vision deep learning technique and adapted it for nonlinear analysis of extreme events in wall-bounded turbulent flows, which are pervasive in numerous physics and engineering applications and impact wind and hydrokinetic energy, among others. Results show the technique employed can be invaluable for accurately identifying the sources of extreme events in a completely data-driven manner.
Source: ScienceDaily - 🏆 452. / 53 Read more »