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Practical Machine Learning with H2O: Deep Learning

Autor Darren Cook
en Limba Engleză Paperback – 10 ian 2017

In "Practical Machine Learning with H2O," author Darren Cook introduces readers to H2O, an open-source machine learning package that is gaining popularity in the data science community. This concise book will first teach readers how to install H2O, import and export data, and distinguish H2O algorithms. Readers will then explore various modern machine learning techniques such as deep learning, random forests, unsupervised learning, and ensemble learning. Throughout the chapters, machine learning models are introduced and tried on the same 3 data sets, guiding readers through the process of finding the right parameters for a given data set.

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Specificații

ISBN-13: 9781491964606
ISBN-10: 149196460X
Pagini: 298
Dimensiuni: 177 x 233 x 22 mm
Greutate: 0.51 kg
Editura: O'Reilly
Seria Deep Learning


Descriere

In "Practical Machine Learning with H2O," author Darren Cook introduces readers to H2O, an open-source machine learning package that is gaining popularity in the data science community. This concise book will first teach readers how to install H2O, import and export data, and distinguish H2O algorithms. Readers will then explore various modern machine learning techniques such as deep learning, random forests, unsupervised learning, and ensemble learning. Throughout the chapters, machine learning models are introduced and tried on the same 3 data sets, guiding readers through the process of finding the right parameters for a given data set.