John Hearty's Advanced Machine Learning with Python PDF

By John Hearty

ISBN-10: 1784398632

ISBN-13: 9781784398637

Designed to take you on a guided journey of the main correct and strong desktop studying innovations in use this day by way of most sensible information scientists, this publication is simply what you want to push your Python algorithms to greatest capability. transparent examples and specified code samples reveal deep studying concepts, semi-supervised studying, and extra - all while operating with real-world functions that come with snapshot, song, textual content, and monetary data.

The laptop studying thoughts coated during this publication are on the vanguard of industrial perform. they're acceptable now for the 1st time in contexts akin to picture popularity, NLP and net seek, computational creativity, and commercial/financial information modeling. Deep studying algorithms and ensembles of versions are in use through info scientists at most sensible tech and electronic businesses, however the abilities had to follow them effectively, whereas in excessive call for, are nonetheless scarce.

This booklet is designed to take the reader on a guided travel of the main correct and robust computer studying recommendations. transparent descriptions of ways innovations paintings and particular code examples show deep studying options, semi-supervised studying and extra, in genuine global functions. we'll additionally find out about NumPy and Theano.

By this finish of this ebook, you'll research a suite of complicated laptop studying thoughts and obtain a extensive set of robust talents within the sector of function choice & characteristic engineering.

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Advanced Machine Learning with Python by John Hearty

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