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Can anyone recommend a book, long article or tutorial on deep learning? I'm not in the field but interested in what particular advances have been made that deep
by tinco 10y ago
Can anyone recommend a book, long article or tutorial on deep learning? I'm not in the field but interested in what particular advances have been made that deep learning is suddenly so much more attractive than regular neural networks etc were back in the 00's.
- chaosmail 10y agoCheck out this blog post about deep learning for computer vision applications [1]; it describes very well the historical development and the current advances. In short, not too much changed from LeCuns ConvNets in the 80s. Disclaimer, I wrote this article. [1] http://chaosmail.github.io/deeplearning/2016/10/22/intro-to-deep-learning-for-computer-vision/ http://chaosmail.github.io/deeplearning/2016/10/22/intro-to-...
- sn9 10y agoGeofrey Hinton (one of the pioneers of deep learning) offers a machine learning course on Coursera: https://www.coursera.org/learn/neural-networks https://www.coursera.org/learn/neural-networks And Udacity offers a course on deep learning: https://www.udacity.com/course/deep-learning--ud730 https://www.udacity.com/course/deep-learning--ud730