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[Music] data annotation is the process of labeling data to enable a model to make decisions and take action to take action a model must be trained to understand specific information this is done with training data that is properly categorized and annotated for a specific use case when building an ai model you often start with a massive amount of unlabeled data a comprehensive process is needed to convert unlabeled data into the necessary training data to teach your ai models which patterns to recognize to produce a desired outcome the entire data labeling workflow often includes data annotation tagging classification moderation and processing the primary data types used for building models include text audio image and video annotation when working with high quality data annotation companies can build and enhance ai applications such as product recommendations search engine results computer vision speech recognition and more for high quality label data that gives you the confidence to