This project leverages deep learning to predict Covid-19 patient mortality. The model is trained on a dataset generously provided by the Mexican government. It places a strong emphasis on crucial stages, including comprehensive data analysis and rigorous model training, with the ultimate goal of delivering a highly accurate deep learning model.