Using AI and ML to Help Humans, Not Replace Them - ML 071
Adventures in Machine Learning
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ML Engineering - What's the Difference Between Unit Tests and Adaptive Learning?
I imagine level four is something that is sort of like reinforcement learning or adaptive learning. It's this new thing where people have to think about how to, when you deploy something, unit tests don't cut it anymore. So we definitely do back testing, where we're looking at once you update a model, how is it different than the model you previously had in production? And then we will do some simulations for kind of evaluations on test data or generating synthetic things to make sure it doesn't go too far off the rails.
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