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Advanced Data Analytics

A guide for students and faculty in the graduate program Master of Science Advanced Data Analytics offered by the UNT Toulouse Graduate School

PACKT Publishing

PACKT Publishing offers a variety of video tutorial on how to conduct statistical analysis or data mining with programming languages such as R or Python. If you are viewing this resource off-campus, enter your EUID to access the content.

SAGE Research Methods

The SAGE Research Methods is a collection of instructional video, case study, and teaching datasets that guide users through the research process and learn of the different methodological approach. This collection also provide electronic access to the research series for social sciences: Little Green Books for quantitative methods and Little Blue Books for qualitative methods.

Our library have the two research series in print. Below are examples of a little green book and little blue book. Once you access the item from the catalog view, select the link after the title Series: to view other items in the collection.

The SAGE Research Methods collection also provides ebooks on various statistical packages and software. Visit their Methods Map to view reading materials for SPSS, Stata, and GIS.

Note that IBM, the maker of SPSS Statistics and SPSS Modeler, provides many tutorials in the Predictive Analytics Community portion of their website. The following ebook gives an introduction to SPSS Modeler with step-by-step tutorials of the most common data mining topics.

LinkedIn Learning Services

Additional Links

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