At times, data teams may find that while they have access to large datasets, labels are scarce. As such, some companies are adopting weak supervision, including the OSS and commercial tools offered by Snorkel, to make use of their unlabelled data. In this post, Ernest Chan describes how weak supervision (specifically Snorkel) works and provides a few use cases from large tech companies like Google, IBM, and Apple.