In this project, I developed a machine learning model to classify mushrooms as either edible or poisonous using a real-world dataset from Kaggle. The main objective was to build a reliable and accurate classification system that can assist in identifying potentially harmful mushrooms based on their physical characteristics, thereby reducing the risk associated with incorrect identification.