Here's any older interview where he talks about the need for accurate dataset labeling -

"In many industries where giant data sets simply don’t exist, I think the focus has to shift from big data to good data. Having 50 thoughtfully engineered examples can be sufficient to explain to the neural network what you want it to learn."

https://spectrum.ieee.org/andrew-ng-data-centric-ai