The Importance of Data Quality for Machine Learning Models

Machine learning models are only as good as the datasets they are trained on. Issues with dataset quality can lead to subpar model performance. Aquarium is a system designed to improve dataset quality and help machine learning teams build better models. By curating high-quality datasets and providing tools for understanding and improving dataset performance, Aquarium enables teams to make informed decisions about data collection and model training.