Tutorials – SAS / R / Python / By Hand Examples

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A growing collection of tutorials on data mining tools and techniques.

Linear Regression Linear Regression by Hand / Excel [R]Linear Regression in R [R]Explaining the lm() function’s summary statistics	Naive Bayes Naive Bayes by Hand [R]Naive Bayes With R
K Means Clustering K Means Clustering by Hand [R]K Means Clustering in R	Decision Trees [R] Decision Trees (rpart) in R
Neural Networks [R] Creating Neural Networks in R