by Yanchang Zhao, RDataMining.com

There are some nice slides and R code examples on Data Mining and Exploration at

http://www.inf.ed.ac.uk/teaching/courses/dme/, which are listed below.

**PDF Slides:**

– Overview of Data Mining

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/slides/datamining_intro4up.pdf

– Visualizing Data

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/slides/visualisation4up.pdf

– Decision trees

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/slides/classification4up.pdf

– Ensemble methods

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/slides/ensemble4up.pdf

– Topic Models

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/slides/topics4up.pdf

– Evaluation of Learning Algorithms

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/slides/evaluation4up.pdf

– Association Rules

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/slides/assoc4up.pdf

**R Examples:**

– Data visualisation in R

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/labs/lab1.pdf

– Latent Semantic Analysis with R

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/labs/lab2.html

– Classiffication and evaluation using R

http://www.inf.ed.ac.uk/teaching/courses/dme/2012/labs/lab3.pdf

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