Smart Water: Data Labeling with Active Learning And H2O.ai

Data is the food for AI. For machine Learning, or supervised learning, the golden labels are key for the models to recognize the pattern within the data. However, in the real-world data, it is usually hard to get large amount of labeled data, for example, search revelance, news topics, autopilot, etc. Recently, Angrew Ng gave a talk on MLOps: From Model-centric to Data-centric AI, where he mentioned the Idea from Big Data to Good Data. Good data is defined consistently and cover of important cases.