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An Introduction to Statistical Learning: with Applications in Python (Springer Texts in Statistics)

Vara #: 74381285

An Introduction to Statistical Learning: with Applications in Python (Springer Texts in Statistics)

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Vara #: 74381285

ISK 11038

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An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R(ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

Publisher	Springer
Publication date	July 1, 2023
Edition	2023rd
Language	English
Print length	622 pages
ISBN-10	3031387465
ISBN-13	978-3031387463
Item Weight	3.6 pounds (1.63 kg)
Dimensions	7.17 x 1.65 x 10.08 inches (18.2 x 4.2 x 25.6 cm)
Part of series	Springer Texts in Statistics

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spurningu: Hvernig á að versla An Introduction to Statistical Learning: with á netinu frá Ubuy?

svara: Það er auðvelt að versla An Introduction to Statistical Learning: with á netinu frá Ubuy.. Þú þarft bara að leita að vörunni, velja sendingaraðferðina á meðan þú skráir þig út og fá hana afhenta á þinn stað.
spurningu: Er An Introduction to Statistical Learning: with hægt að versla á netinu í Iceland?

svara: Já, hjá Ubuy Iceland er þessi vara fáanleg fyrir þig til að versla á sanngjörnu verði.. An Introduction to Statistical Learning: with er ekki fáanlegt á staðnum en þú getur treyst okkur fyrir hraðflutningaþjónustu okkar.
spurningu: Hversu langan tíma tekur það að fá vöru eftir pöntun?

svara: Afhendingartími pantaðrar vöru er mismunandi eftir því hvað þú hefur pantað og sendingaraðferðina sem þú hefur valið.. Áætlaður afhendingartími er tilgreindur í greiðsluferlinu, svo vertu áhyggjulaus þegar þú verslar.

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An Introduction to Statistical Learning: with Applications in Python (Springer Texts in Statistics)