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 automated data management


Do we need AutoML… or AutoDM (Automated Data Management)?

#artificialintelligence

I suggest that you check out the chat stream. The comments were very enlightening. My takeaway is that the concept of AutoML is good, but scope of the AutoML vision is missing 80% of the AI/ML model development and operationalization – providing high quality and complete data that feeds the AI/ML models. Figure 5 from "Big Data to Good Data: Andrew Ng Urges ML Community to Be More Data..." nicely summarizes the broader AutoML challenge with respect to data management.