A dataset is a structured collection of data used to train, validate, or test AI models. Quality and diversity of the dataset determine how well a model will perform in the real world: biased data produces biased models. Datasets range from a few hundred rows for a prototype to billions of images for training foundation models. Popular open datasets include ImageNet for vision, Common Crawl for language, and various government open-data portals used by Moroccan data scientists.