Label Studio is a versatile, open-source data labeling tool that supports a variety of data types like images, text, audio, and video. It allows users to create custom labeling interfaces, making it easier for teams to annotate datasets accurately. This tool is crucial for preparing data for machine learning models by ensuring the quality and consistency of labels. It integrates with machine learning workflows, making it an essential tool for data preprocessing and cleaning.