A brief introduction to a Text Prediction Application making use of an interpolated 5-gram language model.

The goal of the project is to clean and analyze a large corpus of unstructured text and build a web application with a predictive text model that takes an input phrase and predicts the next word. This report will briefly introduce the dataset through exploratory analysis and outline goals for the eventual prediction application and algorithm.

Developing a predictive model for classifying the manner in which an exercise is performed based on accelerometer data.

Presenting the impact of weather events in the United States that are most harmful to population health and the economy.