Deep Learning – The Next Frontier ?


Updates:

  1. [12/29/13] Forbes : A general article on the significance of Machine Learning, AI et al
  2. [12/28/13] NY Times Brain-Like Computers, Learning from Experience
  3. [8/9/13] Kind of jumbled blog in Forbes – What is DeepLearning & Why should businesses care
  4. DeepLearning for the masses

Came across an informative talk by Jeff Dean on Deep Learning at Google.

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Leaving cat herding aside, I strongly believe that Deep Learning & AI can be effectively used in the context of Big Data to address interesting problems in the Enterprises, especially Retail & Banking.

Trying to build a few neurons to run some interesting big data use cases …

Hence my interest in this domain

Let me share some of the interesting points from Jeff’s talk, annotating the slides. Of course, you should listen to his talk – it is short & succinct …

But plan to spend some time to think through as well as research into related papers … The DistBelief paper has the potential to be as influential as the Jeff’s MapReduce paper.

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Related Links:

  1. Jeremy Howard of Kaggle tags Deep Learning as The Biggest Data Science Breakthrough of the Decade ! What says thee ?
  2. Excellent overview from IEEE Computational Intelligence – “Deep Machine Learning—A New Frontier in Artificial Intelligence Research”
  3. AI Breakthrough – From MIT Technology Review
  4. New York Times has a good article on Deep Learning “Scientists See Promise in Deep-Learning Programs”
  5. Huffington Post talks about Big Data & Deep Learning
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4 thoughts on “Deep Learning – The Next Frontier ?

  1. Pingback: Deep Learning – The Next Frontier ? | My missives

  2. Pingback: The Three Amigos of Big Data – Interface, Intelligence & Inference | My missives

  3. Pingback: Deep Learning for the masses | My missives

  4. Pingback: Is it still “Artificial” Intelligence, if our Computers learn -to think- from the workings of our Brain ? | My missives

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