The assignment is about analyzing the Titanic disaster using machine learning from a dataset provided by Kaggle. The goal is to predict whether passengers survived or not based on various features such as age, sex, ticket class, and more. The data has been split into training and testing sets, and the task is to use the training set to train a model and then apply it to the test set without knowing the ground truth for each passenger.