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Applying Data Science

How to Create Value with Artificial Intelligence

Language EnglishEnglish
Book Hardback
Book Applying Data Science Arthur K. Kordon
Libristo code: 25137225
Publishers Springer Nature Switzerland AG, September 2020
This book offers practical guidelines on creating value from the application of data science based o... Full description
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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 explanation of key AI technologies: machine learning, deep learning, evolutionary computation, cognitive computing, swarm intelligence, decision trees, and intelligent agents. In Part II, he describes the main tools and processes of the AI-Based Data Science toolbox such as 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 recommends how to develop data science solutions in a business setting and provides guidelines for building and leveraging skills in business-related applications. The book is ideal for data scientists who will implement the proposed methodologies and techniques in their projects. It is also intended to help managers and entrepreneurs who want to create competitive advantage by using data science, as well as academics and students looking for an industrial view of this discipline.

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About the book

Full name Applying Data Science
Language English
Binding Book - Hardback
Date of issue 2020
Number of pages 494
EAN 9783030363741
Libristo code 25137225
Weight 951
Dimensions 155 x 235 x 34
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