Documents on Data Mining with R

• R Reference Card for Data Mining (updated on 12 July 2017)


• R and Data Mining: Examples and Case Studies
  


• Introduction to Data Mining with R
  


• RDataMining slides series on


• Introduction to Data Mining with R and Data Import/Export in R


• Data Exploration and Visualization with R,
  


• Regression and Classification with R, 


• Data Clustering with R,
  


• Association Rule Mining with R,
  


• Text Mining with R: Twitter Data Analysis, and
  


• Time Series Analysis and Mining with R

Examples on Data Mining with R

• data exploration
  


• decision trees


• k-means clustering and hierarchical clustering


• outlier detection
  


• time series decomposition and forecasting
  


• time series clustering and classification


• association rules
  


• text mining
  


• social network analysis


• Multidimensional Scaling (MDS)


• parallel computing
  


• many examples from other websites

Big Data Tutorials and Resources

• big data platforms and their interfaces with R


• step-by-step guide to setting up an R-Hadoop system


• building an R Hadoop system
  


• Hadoop: from single-node mode to cluster mode

Resources on R and Data Mining

• free online documents, tutorials and slides


• free online courses
  


• free datasets


• open-source tools

News on Courses, Jobs and Resources

• current online courses on data science and analytics


• latest data science and analytics jobs
  


• new resources on data science and analytics