Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI - Couverture souple

Cook, Darren

 
9781491964606: Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI
Couverture souple
ISBN 10 : 149196460X ISBN 13 : 9781491964606
Editeur : O'Reilly Media, 2017

Synopsis

Machine learning has finally come of age. With H2O software, you can perform machine learning and data analysis using a simple open source framework that's easy to use, has a wide range of OS and language support, and scales for big data. This hands-on guide teaches you how to use H20 with only minimal math and theory behind the learning algorithms.

If you're familiar with R or Python, know a bit of statistics, and have some experience manipulating data, author Darren Cook will take you through H2O basics and help you conduct machine-learning experiments on different sample data sets. You'll explore several modern machine-learning techniques such as deep learning, random forests, unsupervised learning, and ensemble learning.

  • Learn how to import, manipulate, and export data with H2O
  • Explore key machine-learning concepts, such as cross-validation and validation data sets
  • Work with three diverse data sets, including a regression, a multinomial classification, and a binomial classification
  • Use H2O to analyze each sample data set with four supervised machine-learning algorithms
  • Understand how cluster analysis and other unsupervised machine-learning algorithms work

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Darren Cook has over 20 years of experience as a software developer, data analyst, and technical director, working on everything from financial trading systems to NLP, data visualization tools, and PR websites for some of the world's largest brands. He is skilled in a wide range of computer languages, including R, C++, PHP, JavaScript, and Python. He works at QQ Trend, a financial data analysis and data products company.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
O'Reilly Media
Date d'édition
2017
Langue
anglais
ISBN 10 
149196460X
ISBN 13 
9781491964606
Reliure
Broché
Nombre de pages
300
Coordonnées du fabricant
O'Reilly
https://oreilly.com

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Sebastopol
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Etats-Unis
Personne responsable
non disponible

Autres éditions populaires du même titre

9789352134861: Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI [Paperback] [Jan 01, 2016] Darren Cook

Edition présentée

ISBN 10 :  9352134869 ISBN 13 :  9789352134861
Couverture souple