Machine Learning with R Cookbook (2015)
Appendix A. Resources for R and Machine Learning
The following table lists all the resources for R and machine learning:
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R introduction |
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Title |
Link |
Author |
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R in Action |
http://www.amazon.com/R-Action-Robert-Kabacoff/dp/1935182390 |
Robert Kabacoff |
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The Art of R Programming: A Tour of Statistical Software Design |
http://www.amazon.com/The-Art-Programming-Statistical-Software/dp/1593273843 |
Norman Matloff |
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An Introduction to R |
http://cran.r-project.org/doc/manuals/R-intro.pdf |
W. N. Venables, D. M. Smith, and the R Core Team |
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Quick-R |
http://www.statmethods.net/ |
Robert I. Kabacoff, PhD |
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Online courses |
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Title |
Link |
Instructor |
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Computing for Data Analysis (with R) |
https://www.coursera.org/course/compdata |
Roger D. Peng, Johns Hopkins University |
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Data Analysis |
https://www.coursera.org/course/dataanalysis |
Jeff Leek, Johns Hopkins University |
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Data Analysis and Statistical Inference |
https://www.coursera.org/course/statistics |
Mine Çetinkaya-Rundel, Duke University |
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Machine learning |
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Title |
Link |
Author |
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Machine Learning for Hackers |
http://www.amazon.com/dp/1449303714?tag=inspiredalgor-20 |
Drew Conway and John Myles White |
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Machine Learning with R |
http://www.packtpub.com/machine-learning-with-r/book |
Brett Lantz |
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Online blog |
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Title |
Link |
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R-bloggers |
http://www.r-bloggers.com/ |
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The R Journal |
http://journal.r-project.org/ |
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CRAN task view |
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Title |
Link |
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CRAN Task View: Machine Learning and Statistical Learning |
http://cran.r-project.org/web/views/MachineLearning.html |
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