Kogod's Analytics main site and links (http://auapps.american.edu/~alberto/analytics)
Analytics
Textbooks:
Used in ITEC 620 Business Insights From Analytics
Essentials of Business Analytics (http://www.amazon.com/dp/128518727X)
Used in ITEC 621 Predictive
Analytics
Author's web site with R code, data, etc.
(http://www-bcf.usc.edu/~gareth/ISL/)
Lectures and Videos from the ISLR book authors
Free PDF version from the authors (http://statweb.stanford.edu/~tibs/ElemStatLearn/)
R
Books:
Used in ITEC 621 Predictive Analytics
R for Everyone (www.amazon.com/dp/B00HFULELW/)
Introductory R (http://www.amazon.com/dp/B00BU34QTM/)
Machine Learning with R (http://www.amazon.com/dp/B00G9581JM/)
Social Media Mining with R (www.amazon.com/dp/B00J9B1IOI/)
Other R Resources:
R (http://www.r-project.org/) -- to
download R
R Studio
(http://www.rstudio.com/) -- to download R
Studio - a development environment for R, a must!!
RSeek (http://www.rseek.org/)
R Packages (http://cran.r.project.org/web/packages/)
-- a list of all R packages (Comprehensive R Archive Network, CRAN)
R Views (http://cran.r-project.org/web/views/)
-- a view = group of packages for a specific function (e.g., graphics,
econometrics)
Data Camp (https://www.datacamp.com/) --
a great interactive site to learn R
R Instructor (https://itunes.apple.com/us/app/r-instructor/id527985215?mt=8)
-- an iPhone/iPad app with R resourcess
Shiny R Studio Gallery (http://shiny.rstudio.com/gallery/) -- a great R Studio
gallery for data visualization
R for Everyone (www.amazon.com/dp/B00HFULELW/)
Other Popular Analytics
Books:
Moneyball (Lewis) (http://www.amazon.com/dp/B0076XKTAA/)
Taming the Big Data Tidal Wave (Franks) (www.amazon.com/dp/B007NUQH4S/)
Big Data: A Revolution …. (www.amazon.com/dp/B009N08NKW/)
SAS for academics (http://support.sas.com/learn/ap/index.html);
SAS Enterprise Guide (http://support.sas.com/software/products/guide/index.html);
SAS Enterprise Miner (http://www.sas.com/en_us/software/analytics/enterprise-miner.html)
SPSS for academics (http://www-01.ibm.com/software/analytics/spss/academic/);
SPSS Modeler (http://www-01.ibm.com/software/analytics/spss/products/modeler/)
Visual Analytics:
Tableu for academics (http://www.tableausoftware.com/academic)
Inforgraphics (https://infogr.am/)
IBM’s Many Eyes (http://www-969.ibm.com/software/analytics/manyeyes/)
Other free tools (http://www.computerworld.com/article/2506820/)
Teradata University Network (http://www.teradatauniversitynetwork.com/)