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This website presents documents, examples, tutorials and resources on R and data mining.
Documents on Data Mining with R
R Reference Card for Data Minin
g
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
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Slides of 10+ excellent tutorials at KDD 2015: Spark, graph mining and many more
See slides of 10+ excellent tutorials at KDD 2015 at http://www.kdd.org/kdd2015/tutorial.html, incl.VC-Dimension and Rademacher Averages: From Statistical Learning Theory to Sampling Algorithms ...
Posted
Aug 17, 2015, 4:02 AM
by Yanchang Zhao
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