The Elements of Statistical Learning: Data Mining, Inference, and Prediction - Book by Trevor Hastie, Robert Tibshirani et al

Name: The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Author: Trevor Hastie, Robert Tibshirani et al

The Elements of Statistical Learning by Trevor Hastie, Robert Tibshirani, and Jerome Friedman provides a comprehensive introduction to the field of statistical learning, focusing on techniques for data mining, inference, and predictive modeling. The book covers a wide range of methods, including linear regression, decision trees, neural networks, and support vector machines.

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Mathematics

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