Building an End-to-End Sentiment Classifier: Classical ML vs. BERT on IMDb Review

Aug 3, 2025 · 19 min read · Introduction In Natural Language Processing (NLP), one of the most classic problems is Sentiment Analysis, where the goal is to determine the emotion behind a text. In this project, I address this problem by using the IMDb Movie Reviews dataset aimin...