This repository contains code and resources for performing sentiment analysis on Amazon reviews. The goal is to analyze the sentiment (positive or negative) expressed in the reviews using different machine learning models. The repository includes preprocessing steps, as well as implementations of Logistic Regression, Embedding Models, BERT Model, and a Simple Neural Network for sentiment classification.