Automated machine learning for business /

This book teaches the full process of how to conduct machine learning in an organizational setting. It develops the problem-solving mind-set needed for machine learning and takes the reader through several exercises using an automated machine learning tool. To build experience with machine learning,...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser:
Larsen, Kai R., Becker, Daniel S.
Format:
Elektronisch E-Book
Sprache:
Englisch
Veröffentlicht:
Oxford University Press 2021
Zusammenfassung:
This book teaches the full process of how to conduct machine learning in an organizational setting. It develops the problem-solving mind-set needed for machine learning and takes the reader through several exercises using an automated machine learning tool. To build experience with machine learning, the book provides access to the industry-leading AutoML tool, DataRobot, and provides several data sets designed to build deep hands-on knowledge of machine learning.
Umfang:
1 online resource (xvii, 328 pages) : color illustrations.
Bibliografie:
Includes bibliographical references and index.
ISBN:
9780190941673
0-19-760149-9
0-19-094168-5
Schlagworte:
Machine learning > Industrial applications > Textbooks.
Decision making > Statistical methods > Textbooks.
Business planning > Statistical methods > Textbooks.
Business planning > Data processing > Textbooks.
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