Items related to Linear Algebra and Its Applications with R (Textbooks...
- PublisherChapman and Hall/CRC
- Publication date2024
- ISBN 10 1032020520
- ISBN 13 9781032020525
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages406
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Linear Algebra and Its Applications with R (Paperback)
Published by
Taylor & Francis Ltd, London, 2024
ISBN 10: 1032020520
ISBN 13: 9781032020525
New
Paperback
Seller: Grand Eagle Retail, Fairfield, OH, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. This book developed from the need to teach a linear algebra course to students focused on data science and bioinformatics programs. These students tend not to realize the importance of linear algebra in applied sciences, since traditional linear algebra courses tend to cover mathematical contexts but not the computational aspect of linear algebra or its applications to data science and bioinformatics. The author presents the topics in a traditional course, yet offers lectures as well as lab exercises on simulated and empirical data sets. This textbook provides students a theoretical basis which can then be applied to the practical R and Python problems, providing the tools needed for real-world applications.Each section starts with working examples to demonstrate how tools from linear algebra can help solve problems in applied sciences. These exercises start from easy computations, such as computing determinants of matrices, to practical applications on simulated and empirical data sets with R so that students learn how to get started with R, along with computational examples in each section, and then students learn how to apply what they've learned to problems in applied sciences.This book is designed from first principles to demonstrate the importance of linear algebra through working computational examples with R and Python, including tutorials on how to install R in the Appendix. If a student has never seen R, they can get started without any additional help.Since Python is one of the most popular languages in data science, optimization, and computer science, code supplements are available for students who feel more comfortable with Python. R is used primarily for computational examples to develop students practical computational skills.About the Author:Dr. Ruriko Yoshida is an Associate Professor of Operations Research at the Naval Postgraduate School. She received her PhD in Mathematics from the University of California, Davis. Her research topics cover a wide variety of areas: applications of algebraic combinatorics to statistical problems such as statistical learning on non-Euclidean spaces, sensor networks, phylogenetics, and phylogenomics. She teaches courses in statistics, stochastic models, probability, and data science. The book developed from the need to teach a linear algebra course to students focused on data science and bioinformatics programs. This textbook provides students a theoretical basis which can then be applied to the practical R and Python problems, providing the tools needed for real-world applications. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781032020525
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Linear Algebra and Its Applications With R
Seller: GreatBookPrices, Columbia, MD, U.S.A.
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Linear Algebra and Its Applications with R (Textbooks in Mathematics)
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Linear Algebra and Its Applications with R
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Linear Algebra and Its Applications with R
Published by
Taylor & Francis Ltd, 2024
ISBN 10: 1032020520
ISBN 13: 9781032020525
New
Paperback / softback
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
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Paperback / softback. Condition: New. New copy - Usually dispatched within 4 working days. 640. Seller Inventory # B9781032020525
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Linear Algebra and Its Applications with R
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PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9781032020525
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Linear Algebra and Its Applications With R
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Linear Algebra and Its Applications with R (Textbooks in Mathematics)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
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Linear Algebra and Its Applications With R
Seller: Revaluation Books, Exeter, United Kingdom
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Paperback. Condition: Brand New. 424 pages. 9.18x6.12x9.21 inches. In Stock. Seller Inventory # __1032020520
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Linear Algebra and Its Applications with R
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