Deep Learning with Python -...

Deep Learning with Python -A Hands-on Introduction (2017) Gooner

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Deep Learning with Python - A Hands-on Introduction - 1E (2017) (Pdf) Gooner

Publisher: Apress; 1st ed. edition (30 May 2017)
Author: Nikhil Ketkar
Language: English
ISBN-10: 1484227654
ISBN-13: 9781484227657

Discover the practical aspects of implementing deep-learning solutions using the rich Python
ecosystem. This book bridges the gap between the academic state-of-the-art and the industry
state-of-the-practice by introducing you to deep learning frameworks such as Keras, Theano, and
Caffe. The practicalities of these frameworks is often acquired by practitioners by reading source
code, manuals, and posting questions on community forums, which tends to be a slow and a painful
process. Deep Learning with Python allows you to ramp up to such practical know-how in a short
period of time and focus more on the domain, models, and algorithms.

This book briefly covers the mathematical prerequisites and fundamentals of deep learning, making
this book a good starting point for software developers who want to get started in deep learning. A
brief survey of deep learning architectures is also included.

Deep Learning with Python also introduces you to key concepts of automatic differentiation and GPU
computation which, while not central to deep learning, are critical when it comes to conducting
large scale experiments.

What You Will Learn:

> Leverage deep learning frameworks in Python namely, Keras, Theano, and Caffe
> Gain the fundamentals of deep learning with mathematical prerequisites
> Discover the practical considerations of large scale experiments
> Take deep learning models to production

Who This Book Is For:

Software developers who want to try out deep learning as a practical solution to a particular
problem. Software developers in a data science team who want to take deep learning models developed
by data scientists to production                                                
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