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Linear Algebra With Machine Learning and Data (Textbooks in Mathematics) - Hardcover

 
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  • PublisherChapman and Hall/CRC
  • Publication date2023
  • ISBN 10 036745839X
  • ISBN 13 9780367458393
  • BindingHardcover
  • LanguageEnglish
  • Edition number1
  • Number of pages310

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Arangala, Crista
Published by Chapman and Hall/CRC, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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Arangala, Crista
Published by Chapman and Hall/CRC, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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Crista Arangala
Published by Taylor & Francis Ltd, London, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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Hardcover. Condition: new. Hardcover. This book takes a deep dive into several key linear algebra subjects as they apply to data analytics and data mining. The book offers a case study approach where each case will be grounded in a real-world application. This text is meant to be used for a second course in applications of Linear Algebra to Data Analytics, with a supplemental chapter on Decision Trees and their applications in regression analysis. The text can be considered in two different but overlapping general data analytics categories: clustering and interpolation. Knowledge of mathematical techniques related to data analytics and exposure to interpretation of results within a data analytics context are particularly valuable for students studying undergraduate mathematics. Each chapter of this text takes the reader through several relevant case studies using real-world data. All data sets, as well as Python and R syntax, are provided to the reader through links to Github documentation. Following each chapter is a short exercise set in which students are encouraged to use technology to apply their expanding knowledge of linear algebra as it is applied to data analytics. A basic knowledge of the concepts in a first Linear Algebra course is assumed; however, an overview of key concepts is presented in the Introduction and as needed throughout the text. This book takes a deep dive into several key linear algebra subjects as they apply to data analytics and data mining. The book offers a case study approach where each case will be grounded in a real-world application. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780367458393

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Arangala, Crista
Published by Chapman and Hall/CRC, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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Arangala, Crista
Published by Chapman and Hall/CRC, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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Crista Arangala
Published by CRC Press, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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Crista Arangala
Published by Taylor & Francis Ltd, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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Hardback. Condition: New. New copy - Usually dispatched within 4 working days. 185. Seller Inventory # B9780367458393

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Arangala, Crista
Published by Chapman and Hall/CRC, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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Crista Arangala
Published by CRC Press, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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Arangala, Crista
Published by Chapman and Hall/CRC, 2023
ISBN 10: 036745839X ISBN 13: 9780367458393
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