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Applying Data Science
- How to Create Value with Artificial Intelligence
Engelsk Paperback
Applying Data Science
- How to Create Value with Artificial Intelligence
Engelsk Paperback

716 kr
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Om denne bog

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.

Product detaljer
Sprog:
Engelsk
Sider:
494
ISBN-13:
9783030363772
Indbinding:
Paperback
Udgave:
ISBN-10:
3030363775
Udg. Dato:
14 sep 2021
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
14 sep 2021
Forfatter(e):
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