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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.
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.
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.
Growing discipline of data science is creating enormous business opportunities for converting data into value
Book is ideal for data scientists, managers, and entrepreneurs who will implement the proposed methodologies and techniques in their projects
Also useful for academics and students looking for an industrial view of this discipline
| Erscheinungsjahr: | 2021 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 528 |
| Inhalt: |
xxxii
494 S. 67 s/w Illustr. 195 farbige Illustr. 494 p. 262 illus. 195 illus. in color. |
| ISBN-13: | 9783030363772 |
| ISBN-10: | 3030363775 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Kordon, Arthur K. |
| Auflage: | 1st ed. 2020 |
| Hersteller: |
Springer International Publishing
Springer International Publishing AG |
| Maße: | 235 x 155 x 29 mm |
| Von/Mit: | Arthur K. Kordon |
| Erscheinungsdatum: | 14.09.2021 |
| Gewicht: | 0,791 kg |
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.
Growing discipline of data science is creating enormous business opportunities for converting data into value
Book is ideal for data scientists, managers, and entrepreneurs who will implement the proposed methodologies and techniques in their projects
Also useful for academics and students looking for an industrial view of this discipline
| Erscheinungsjahr: | 2021 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 528 |
| Inhalt: |
xxxii
494 S. 67 s/w Illustr. 195 farbige Illustr. 494 p. 262 illus. 195 illus. in color. |
| ISBN-13: | 9783030363772 |
| ISBN-10: | 3030363775 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Kordon, Arthur K. |
| Auflage: | 1st ed. 2020 |
| Hersteller: |
Springer International Publishing
Springer International Publishing AG |
| Maße: | 235 x 155 x 29 mm |
| Von/Mit: | Arthur K. Kordon |
| Erscheinungsdatum: | 14.09.2021 |
| Gewicht: | 0,791 kg |
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