The Origins and Growth of Snorkel Snorkel began as an innovative project at Stanford in 2016. Its main premise was a bold assertion: the success of machine learning projects hinges more on the quality and management of training data than on the sophistication of algorithms or infrastructure. The Snorkel team aimed to revolutionize how we label, build, and manage training data by introducing a structured...