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Practical Machine Learning with H2O

Practical Machine Learning with H2O

Author: Darren Cook

Publisher: "O'Reilly Media, Inc."

ISBN: 9781491964552

Category: Computers

Page: 300

View: 998

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
Practical Machine Learning
Language: en
Pages: 468

Practical Machine Learning

Authors: Sunila Gollapudi
Categories: Computers
Type: BOOK - Published: 2016-01-30 - Publisher: Packt Publishing Ltd

Tackle the real-world complexities of modern machine learning with innovative, cutting-edge, techniques About This Book Fully-coded working examples using a wide range of machine learning libraries and tools, including Python, R, Julia, and Spark Comprehensive practical solutions taking you into the future of machine learning Go a step further and
Practical Machine Learning with H2O
Language: en
Pages: 300

Practical Machine Learning with H2O

Authors: Darren Cook
Categories: Computers
Type: BOOK - Published: 2016-12-05 - Publisher: "O'Reilly Media, Inc."

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
Practical Machine Learning with Python
Language: en
Pages: 545

Practical Machine Learning with Python

Authors: Dipanjan Sarkar, Raghav Bali, Tushar Sharma
Categories: Computers
Type: BOOK - Published: 2017-12-20 - Publisher: Apress

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts,
Practical Machine Learning with H2O
Language: en
Pages: 300

Practical Machine Learning with H2O

Authors: Darren Cook
Categories: COMPUTERS
Type: BOOK - Published: 2016-12-05 - Publisher: "O'Reilly Media, Inc."

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
Practical Machine Learning with R
Language: en
Pages: 416

Practical Machine Learning with R

Authors: Brindha Priyadarshini Jeyaraman, Ludvig Renbo Olsen, Monicah Wambugu
Categories: Computers
Type: BOOK - Published: 2019-08-30 - Publisher: Packt Publishing Ltd

Understand how machine learning works and get hands-on experience of using R to build algorithms that can solve various real-world problems Key FeaturesGain a comprehensive overview of different machine learning techniquesExplore various methods for selecting a particular algorithmImplement a machine learning project from problem definition through to the final modelBook

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