This report presents the complete methodology, implementation, and evaluation of a next-word prediction system built as the final capstone project for the Johns Hopkins Data Science Specialization on Coursera. The project was developed using three large English-language text corpora drawn from blogs, news articles, and Twitter posts, collectively comprising over 580 MB of raw text and approximately 4.27 million lines.

Offensive and defensive approach to data