more to do on regression
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@@ -14,8 +14,8 @@ DATE: today
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* add material on ridge and lasso and link to SVD, show proofs, use doughnut example
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* clean up math formalism, hats to boldface
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* add material about kernel regression and splines
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* rewrite Cross validation part and add discussion of train, validate and test
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* rewrite Cross validation part and add discussion of train, validate and test, think of placing in statistics part or merge statistics into the reg material
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* add discussion of training, validation and testing using ridge and lasso regression. demonstrate usage of gridsearch in validation case.
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!split
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===== Why Linear Regression (aka Ordinary Least Squares and family) =====
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