## An Introduction to Statistical Learning—with Applications in R by Gareth James, Daniela Witten, Trevor Hastie & Robert Tibshirani Klaus Nordhausen E-mail address: klaus.nordhausen@utu.fi

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Jan 04, 2019 · An Overview of Statistical Learning. Statistical learning refers to a vast set of tools for understanding data. These tools can be classified as supervised or unsupervised. Broadly speaking, supervised statistical learning involves building a statistical model for predicting, or estimating, an output based on one or more inputs. An Introduction to Statistical Learning : Gareth James ... Sep 01, 2017 · 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 to marketing to astrophysics in the past twenty years. ISLR Textbook Slides, Videos and Resources Introduction to Statistical Learning: With Applications in R Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani Free textbook PDF: Opening Remarks (18:18) Machine and Statistical Learning (12:12) Ch 2: Statistical Learning . Statistical Learning and Regression (11:41) Parametric vs. Non-Parametric Models (11:40) Model An Introduction to Statistical Learning with Applications ...

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