Linear Algebra and Its Applications with R

Idioma: inglés

Editorial: Taylor and Francis Ltd, GB, 2024

1032020520 / 9781032020525

Serie: Libro 101 de 130 - Textbooks in Mathematics

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Librería: Rarewaves USA United, HEBRON, KY, Estados Unidos de AmericaRarewaves USA United

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Descripción del artículo del vendedor

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.…

N° de ref. del artículo LU-9781032020525

Título
Linear Algebra and Its Applications with R
Autor
Ruriko Yoshida
Editorial
Taylor and Francis Ltd, GB
Año de publicación
2024
Estado
New
Encuadernación
Paperback
Idioma
inglés
ISBN 10
1032020520
ISBN 13
9781032020525
Peso del artículo
640 gramos
Serie
Libro 101 de 130: Textbooks in Mathematics

Rarewaves USA United

HEBRON, KY, Estados Unidos de America

Vendedor de 5 estrellas

Vendedor de AbeBooks desde 20 de junio de 2025

Tarifas de envío en Estados Unidos de America

ArtículoDe 30 a 30 días hábilesDe 14 a 14 días hábiles
Primer artículoEUR 43,89EUR 58,82
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