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R and Data Mining

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

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