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Applying Data Science: How to Create Value With Artificial Intelligence - Couverture souple

Kordon, Arthur K.

 
9783030363772: Applying Data Science: How to Create Value With Artificial Intelligence
Couverture souple
ISBN 10 : 3030363775 ISBN 13 : 9783030363772
Editeur : Springer Nature Switzerland AG, 2021

Synopsis

This book offers practical guidelines on creating value from the application of data science based on selected artificial intelligence methods.

In Part I, the author introduces a problem-driven approach to implementing AI-based data science and offers practical explanations of key technologies: machine learning, deep learning, decision trees and random forests, evolutionary computation, swarm intelligence, and intelligent agents. In Part II, he describes the main steps in creating AI-based data science solutions for business problems, including problem knowledge acquisition, data preparation, data analysis, model development, and model deployment lifecycle. Finally, in Part III the author illustrates the power of AI-based data science with successful applications in manufacturing and business. He also shows how to introduce this technology in a business setting and guides the reader on how to build the appropriate infrastructure and develop the required skillsets.

The book is ideal for data scientists who will implement the proposed methodology and techniques in their projects. It is also intended to help business leaders and entrepreneurs who want to create competitive advantage by using AI-based data science, as well as academics and students looking for an industrial view of this discipline.

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

À propos de l'auteur

Dr. Arthur Kordon is an internationally recognized expert in applying data science, advanced analytics and artificial intelligence in industry. He has solved meaningful business problems with these technologies generating substantial economic effect. Dr. Kordon also has successfully advised several large and renowned enterprises on how to integrate AI into their organizations and trained their employees. He knows and has an impressive record on how businesses can create value with AI.

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

Éditeur
Springer Nature Switzerland AG
Date d'édition
2021
Langue
anglais
ISBN 10 
3030363775
ISBN 13 
9783030363772
Reliure
Broché
Nombre de pages
526
Coordonnées du fabricant
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Autres éditions populaires du même titre

9783030363741: Applying Data Science: How to Create Value With Artificial Intelligence

Edition présentée

ISBN 10 :  3030363740 ISBN 13 :  9783030363741
Editeur : Springer Nature Switzerland AG, 2020
Couverture rigide