InfiniteCuriosity / An-Introduction-To-Statistical-Learning

Working through all the exercises for An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.

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machine-learning linear-regression classification qda lda logistic-regression resampling ridge-regression lasso-regression non-linear-model polynomial-regression trees random-forest model-diag residuals clustering-methods model-evaluation model-r

This will go over the examples and exercises in An Introduction to Statistical Learning. I'll work through the exercises, add comments, and have a lot of fun along the way!

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Working through all the exercises for An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.