ENGLISH

Practical machine learning with H2O: powerful, scalable techniques for deep learning and AI

By Cook , Darren

Book information

Publisher
O'Reilly Media
ISBN
9781491964606, 149196460X
Language
english
Format
EPUB
Filesize
9 MB (9557774 bytes)
Edition
First edition
Pages
xv, 281 pages : illustrations ; 24 cm\0
Time added
2020-07-26 19:24:52
Artificial intelligence;Computer simulation;H2O (C

Description

Learn how to construct machine learning and data analysis scalable for big data using H2O software, using sample data sets and several machine-learning techniques including deep learning, random forests, unsupervised learning and ensemble learning.;Installation and quick-start -- Data import, data export -- The data sets -- Common model parameters -- Random forest -- Gradient boosting machines -- Linear models -- Deep learning (neural nets) -- Unsupervised learning -- Everything else -- Epilogue: Didn't they all do well! Installation and quick-start -- Data import, data export -- The data sets -- Common model parameters -- Random forest -- Gradient boosting machines -- Linear models -- Deep learning (neural nets) -- Unsupervised learning -- Everything else -- Epilogue: Didn't they all do well!

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