A quick introduction to NLP. Using NLP techniques to explore data set via tokenization of sentence, word, person, location, organization. Moreover, create POS tags.

Using multinomial logistics regression to predict how entering high school students make program choices among general program, vocational program and academic program. Their choice might be modeled using their writing score and their social economic status.

Using binomial logistics regression to predict survival of the Titanic using Kaggle's dataset found at https://www.kaggle.com/c/titanic (login require).

Using linear regression to predict airfare using U.S. Domestic Routes for 4th Quarter of 2002 from U.S. Department of Transportation.

A quick example of displaying weather data

Results of EDA using R. This results is compared to other languages/tools such as SAS and Python