Download e-book for iPad: Deep Learning with Python: A Hands-on Introduction by Nikhil Ketkar

By Nikhil Ketkar

Discover the sensible elements of imposing deep-learning strategies utilizing the wealthy Python atmosphere. This ebook bridges the distance among the educational cutting-edge and the state-of-the-practice by way of introducing you to deep studying frameworks resembling Keras, Theano, and Caffe. The practicalities of those frameworks is usually got by means of practitioners by means of examining resource code, manuals, and posting questions about group boards, which has a tendency to be a gradual and a painful technique. Deep studying with Python allows you to ramp as much as such functional knowledge in a quick time period and concentration extra at the area, types, and algorithms.
This booklet in brief covers the mathematical must haves and basics of deep studying, making this ebook an outstanding place to begin for software program builders who are looking to start in deep studying. a short survey of deep studying architectures is usually included.
Deep studying with Python additionally introduces you to key suggestions of computerized differentiation and GPU computation which, whereas now not critical to deep studying, are serious by way of engaging in huge scale experiments. 
What you'll Learn 
  • Leverage deep studying frameworks in Python particularly, Keras, Theano, and Caffe 
  • Gain the basics of deep studying with mathematical prerequisites 
  • Discover the sensible issues of enormous scale experiments 
  • Take deep studying types to production
Who This e-book Is For

Software builders who are looking to test deep studying as a realistic method to a specific problem. Software builders in a knowledge technological know-how crew who are looking to take deep studying versions constructed through info scientists to production.

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