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Características del artículo

Estado
En muy buen estado: Libro que se ha leído y que no tiene un aspecto nuevo, pero que está en un ...
Publisher
Packt Publishing Limited
ISBN
1784398632
EAN
9781784398637
Weight
499.00 grams
Author
Hearty, John
Release Title
Advanced Machine Learning with Python: Solve data science prob...
Artist
Hearty, John
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Musiktitel
Advanced Machine Learning with Python: Solve data science prob...
Film-/Fernseh-Titel
Advanced Machine Learning with Python: Solve data science prob...
Zeitschriftentitel
Advanced Machine Learning with Python: Solve data science prob...
Buchtitel
Advanced Machine Learning with Python: Solve data science prob...

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Produktinformation

Solve challenging data science problems by mastering cutting-edge machine learning techniques in Python Key Features Resolve complex machine learning problems and explore deep learning Learn to use Python code for implementing a range of machine learning algorithms and techniques A practical tutorial that tackles real-world computing problems through a rigorous and effective approach Book Description Designed to take you on a guided tour of the most relevant and powerful machine learning techniques in use today by top data scientists, this book is just what you need to push your Python algorithms to maximum potential. Clear examples and detailed code samples demonstrate deep learning techniques, semi-supervised learning, and more - all whilst working with real-world applications that include image, music, text, and financial data. The machine learning techniques covered in this book are at the forefront of commercial practice. They are applicable now for the first time in contexts such as image recognition, NLP and web search, computational creativity, and commercial/financial data modeling. Deep Learning algorithms and ensembles of models are in use by data scientists at top tech and digital companies, but the skills needed to apply them successfully, while in high demand, are still scarce. This book is designed to take the reader on a guided tour of the most relevant and powerful machine learning techniques. Clear descriptions of how techniques work and detailed code examples demonstrate deep learning techniques, semi-supervised learning and more, in real world applications. We will also learn about NumPy and Theano. By this end of this book, you will learn a set of advanced Machine Learning techniques and acquire a broad set of powerful skills in the area of feature selection & feature engineering. What you will learn Compete with top data scientists by gaining a practical and theoretical understanding of cutting-edge deep learning algorithms Apply your new found skills to solve real problems, through clearly-explained code for every technique and test Automate large sets of complex data and overcome time-consuming practical challenges Improve the accuracy of models and your existing input data using powerful feature engineering techniques Use multiple learning techniques together to improve the consistency of results Understand the hidden structure of datasets using a range of unsupervised techniques Gain insight into how the experts solve challenging data problems with an effective, iterative, and validation-focused approach Improve the effectiveness of your deep learning models further by using powerful ensembling techniques to strap multiple models together

Produktkennzeichnungen

ISBN-10
1784398632
ISBN-13
9781784398637
eBay Product ID (ePID)
225635948

Produkt Hauptmerkmale

Verlag
Packt Publishing
Erscheinungsjahr
2016
Anzahl der Seiten
278 Seiten
Sprache
Englisch
Publikationsname
Advanced Machine Learning With Python
Produktart
Lehrbuch
Autor
John Hearty
Format
Taschenbuch

Zusätzliche Produkteigenschaften

Hörbuch
No
Inhaltsbeschreibung
Paperback
Item Height
1cm
Item Length
23cm
Item Width
19cm
Item Weight
525g

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Información de vendedor profesional

Certifico que todas mis actividades de venta cumplirán todas las leyes y reglamentos de la UE.
Número de IVA: DE 281042328, EL 996857788, FR 27823676960, GB 922696893, IT 00185819992
BRN: 06437594,06437594
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