RDataMining.com

This website presents documents, examples, tutorials and resources on R and data mining.

Documents on Data Mining with R

• R Reference Card for Data Mining

• 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