Viser: An Introduction to Statistical Learning - With Applications in Python

An Introduction to Statistical Learning

An Introduction to Statistical Learning Vital Source e-bog

Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani og Jonathan Taylor
(2023)
Springer Nature
1.119,00 kr. 1.007,10 kr.
Leveres umiddelbart efter køb
An Introduction to Statistical Learning - With Applications in Python

An Introduction to Statistical Learning

With Applications in Python
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani og Jonathan Taylor
(2023)
Sprog: Engelsk
Springer International Publishing AG
666,00 kr. 599,40 kr.
Flere end 10 stk på lager
Hvor kan jeg afhente varen?
Bestil nu og få den leveret inden for 2-3 hverdage.

Detaljer om varen

  • Vital Source 365 day rentals (fixed pages)
  • Udgiver: Springer Nature (Juni 2023)
  • Forfattere: Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani og Jonathan Taylor
  • ISBN: 9783031387470R365
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.
Licens varighed:
Bookshelf online: 5 år fra købsdato.
Bookshelf appen: 5 år fra købsdato.

Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: 2 sider kan printes ad gangen
Copy: højest 2 sider i alt kan kopieres (copy/paste)

Detaljer om varen

  • Hardback
  • Udgiver: Springer International Publishing AG (Juli 2023)
  • Forfattere: Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani og Jonathan Taylor
  • ISBN: 9783031387463
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.

Andre har også købt

miniaturebillede af omslaget til The Elements of Statistical Learning - Data Mining, Inference, and Prediction, 2. udgave

The Elements of Statistical Learning

Data Mining, Inference, and Prediction
Trevor Hastie, Robert Tibshirani, Jerome Friedman og J. H. Friedman
Springer New York (2009)
499,00 kr.
ikke på lager, Bestil nu og få den leveret
om ca. 15 hverdage
miniaturebillede af omslaget til Convex Optimization

Convex Optimization

Stephen Boyd og Lieven Vandenberghe
Cambridge University Press (2004)
1.216,00 kr.
ikke på lager, Bestil nu og få den leveret
om ca. 15 hverdage
miniaturebillede af omslaget til Think Python - How to Think Like a Computer Scientist, 3. udgave

Think Python

How to Think Like a Computer Scientist
Allen Downey
O'Reilly Media, Incorporated (2024)
333,00 kr. 299,70 kr.
Bestil nu og få den leveret inden for 2-3 hverdage.
miniaturebillede af omslaget til Fundamentals of Data Visualization - A Primer on Making Informative and Compelling Figures, 1. udgave

Fundamentals of Data Visualization

A Primer on Making Informative and Compelling Figures
Claus O. Wilke
O'Reilly Media, Incorporated (2019)
666,00 kr. 599,40 kr.
Bestil nu og få den leveret inden for 2-3 hverdage.
miniaturebillede af omslaget til Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning

Christopher M. Bishop
Springer New York (2016)
848,00 kr.
Print on demand. Leveringstid vil være ca 2-3 uger.

Har du brug for en faktura?

Har du brug for en faktura udstedt til din arbejdsplads, kan du med fordel oprette en konto.

 

Det tager kun et øjeblik og kontoen er klar til brug med det samme. Du skal blot bruge firmaets CVR nummer.