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

Available

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

(2016, original release: 2017)

By: Cook, Darren

Nonfiction

Book

Call Numbers:

006.31/COOK,D

Availability

Locations	Call Number	Status
Adult Nonfiction	006.31/COOK,D	Available

Details

PUBLISHED

Sebastopol, CA : O'Reilly Media, Inc., 2016
©2017

EDITION

First edition

DESCRIPTION

xv, 281 pages : illustrations ; 24 cm

ISBN/ISSN

9781491964606, 149196460X :, 149196460X, 9781491964606

LANGUAGE

English

NOTES

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!

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