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Deep Learning with Python

Overview
Deep learning is applicable to a widening range of artificial intelligence problems, such as image classification, speech recognition, text classification, question answering, text-to-speech, and optical character recognition. It is the technology behind photo tagging systems at Facebook and Google, self-driving cars, speech recognition systems on your smartphone, and much more.

In particular, Deep learning excels at solving machine perception problems: understanding the content of image data, video data, or sound data. Here's a simple example: say you have a large collection of images, and that you want tags associated with each image, for example, "dog," "cat," etc. Deep learning can allow you to create a system that understands how to map such tags to images, learning only from examples. This system can then be applied to new images, automating the task of photo tagging. A deep learning model only has to be fed examples of a task to start generating useful results on new data.

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Book details & editions

ISBN 1617294438
Publisher Manning
Publication date November 2017
Language English
Pages 350 pages
Reading Options PDF · EPUB · Mobi
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About the Author
François Chollet

François Chollet

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François Chollet is known for writing in a clear, engaging, and easy-to-follow style. The work feels natural and flows smoothly, making it enjoyable from beginning to end.

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