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ISBN: 9783031387470
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 … Mehr…
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An Introduction to Statistical Learning - neues Buch
2023, ISBN: 9783031387470
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An Introduction to Statistical Learning - neues Buch
2023, ISBN: 9783031387470
An Introduction to Statistical Learning - with Applications in Python. 1st ed. 2023: ab 96.49 € eBooks > Sachthemen & Ratgeber > Computer & Internet Springer International Publishing eBoo… Mehr…
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An Introduction to Statistical Learning (eBook, PDF) - neues Buch
ISBN: 9783031387470
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 … Mehr…
ISBN: 9783031387470
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 … Mehr…
ISBN: 9783031387470
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 … Mehr…
An Introduction to Statistical Learning - neues Buch
2023, ISBN: 9783031387470
*An Introduction to Statistical Learning* - with Applications in Python. 1st ed. 2023 / pdf eBook für 96.49 € / Aus dem Bereich: eBooks, Sachthemen & Ratgeber, Computer & Internet Medien … Mehr…
An Introduction to Statistical Learning - neues Buch
2023, ISBN: 9783031387470
An Introduction to Statistical Learning - with Applications in Python. 1st ed. 2023: ab 96.49 € eBooks > Sachthemen & Ratgeber > Computer & Internet Springer International Publishing eBoo… Mehr…
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Detailangaben zum Buch - An Introduction to Statistical Learning
EAN (ISBN-13): 9783031387470
Erscheinungsjahr: 2023
Herausgeber: Springer International Publishing
Buch in der Datenbank seit 2023-07-26T11:15:11+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-04-05T16:10:21+02:00 (Berlin)
ISBN/EAN: 9783031387470
ISBN - alternative Schreibweisen:
978-3-031-38747-0
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: james taylor
Titel des Buches: introduction statistical learning
Daten vom Verlag:
Autor/in: Gareth James; Daniela Witten; Trevor Hastie; Robert Tibshirani; Jonathan Taylor
Titel: Springer Texts in Statistics; An Introduction to Statistical Learning - with Applications in Python
Verlag: Springer; Springer International Publishing
60 Seiten
Erscheinungsjahr: 2023-06-30
Cham; CH
Sprache: Englisch
106,99 € (DE)
110,00 € (AT)
130,00 CHF (CH)
Available
XV, 60 p. 600 illus., 575 illus. in color.
EA; E107; eBook; Nonbooks, PBS / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Verstehen; Python; Python software; data mining; inference; statistical learning; supervised learning; unsupervsied learning; B; Statistical Theory and Methods; Statistics and Computing; Applied Statistics; Mathematics and Statistics; Mathematische und statistische Software; BB
Introduction.- Statistical Learning.- Linear Regression.- Classification.- Resampling Methods.- Linear Model Selection and Regularization.- Moving Beyond Linearity.- Tree-Based Methods.- Support Vector Machines.- Deep Learning.- Survival Analysis and Censored data.- Unsupervised Learning.- Multiple Testing.- Index.Presents an essential statistical learning toolkit for practitioners in science, industry, and other fields Demonstrates application of the statistical learning methods in Python Covers regression, classification, tree methods, SVM, clustering, survival analysis, deep learning
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