This mini project provides an overview of the Amazon Fine Food Reviews dataset, including descriptive analyses and predictive analyses. Some text mining procedures, dimension reduction methods, and linear regression models were explored to predict review scores. A model with the RMSE of 1.0936 was obtained at last, which can be used to predict for new reviews.
Data source: Data Science Capstone - Mini Project Competition.