I am back from the 1st summer Institute in statistics for big data held in the university of Washington. I have learned so much!
I wrote up a short tutorial for
PCA, MDS, k-means, Hierarchical clustering and heatmap for microarray data
and put it on Rpubs.
please follow the link https://rpubs.com/crazyhottommy/PCA_MDS
Happy learning!