Einführung in Machine Learning mit Python: Praxiswissen Data Science

Müller, Andreas C., Guido, Sarah

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ISBN 10: 3960090498 ISBN 13: 9783960090496
Published by Dpunkt.Verlag GmbH, 2017
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Synopsis:

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.

You ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.

With this book, you ll learn:


Fundamental concepts and applications of machine learning
Advantages and shortcomings of widely used machine learning algorithms
How to represent data processed by machine learning, including which data aspects to focus on
Advanced methods for model evaluation and parameter tuning
The concept of pipelines for chaining models and encapsulating your workflow
Methods for working with text data, including text-specific processing techniques
Suggestions for improving your machine learning and data science skills
"

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Bibliographic Details

Title: Einführung in Machine Learning mit Python: ...
Publisher: Dpunkt.Verlag GmbH
Publication Date: 2017
Binding: Soft cover
Condition: good

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Müller, Andreas C., Guido, Sarah
Published by Dpunkt.Verlag GmbH, 2017
ISBN 10: 3960090498 ISBN 13: 9783960090496
Used Softcover

Seller: medimops, Berlin, Germany

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Condition: acceptable. Ausreichend/Acceptable: Exemplar mit vollständigem Text und sämtlichen Abbildungen oder Karten. Schmutztitel oder Vorsatz können fehlen. Einband bzw. Schutzumschlag weisen unter Umständen starke Gebrauchsspuren auf. / Describes a book or dust jacket that has the complete text pages (including those with maps or plates) but may lack endpapers, half-title, etc. (which must be noted). Binding, dust jacket (if any), etc may also be worn. Seller Inventory # M03960090498-B

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Müller, Andreas C., Guido, Sarah
Published by Dpunkt.Verlag GmbH, 2017
ISBN 10: 3960090498 ISBN 13: 9783960090496
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Müller Andreas, C., Sarah Guido und Kristian Rother:
Published by O'Reilly, 2017
ISBN 10: 3960090498 ISBN 13: 9783960090496
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paperback. Condition: Gut. Seiten; 9783960090496.3 Gewicht in Gramm: 1. Seller Inventory # 664555

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