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

By Nikhil Ketkar

Discover the sensible facets of imposing deep-learning strategies utilizing the wealthy Python atmosphere. This booklet bridges the distance among the educational state of the art and the state-of-the-practice by way of introducing you to deep studying frameworks akin to Keras, Theano, and Caffe. The practicalities of those frameworks is usually received through practitioners by means of interpreting resource code, manuals, and posting questions about neighborhood boards, which has a tendency to be a gradual and a painful method. Deep studying with Python allows you to ramp as much as such sensible knowledge in a quick time period and concentration extra at the area, versions, and algorithms.
This e-book in brief covers the mathematical must haves and basics of deep studying, making this ebook an exceptional start line 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 innovations of automated differentiation and GPU computation which, whereas now not principal to deep studying, are serious by way of engaging in huge scale experiments. 
What you'll Learn 
  • Leverage deep studying frameworks in Python specifically, Keras, Theano, and Caffe 
  • Gain the basics of deep studying with mathematical prerequisites 
  • Discover the sensible concerns of enormous scale experiments 
  • Take deep studying types to production
Who This e-book Is For

Software builders who are looking to attempt deep studying as a pragmatic option to a specific problem. Software builders in an information technological know-how staff who are looking to take deep studying versions built through facts scientists to production.

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Deep Learning with Python: A Hands-on Introduction by Nikhil Ketkar

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