How to effectively test and debug machine learning models, from ML engineer@Apple to startup founder - Gabriel Bayomi - the data scientist show #055
The Data Scientist Show - Daliana Liu
00:00
How Do I Change a Data to Challenge My Model?
There are several ways to test your model. One could be even a manual process. You might use one of these libraries like dice or text attack and be able to figure that this changes. Or you might use OpenLayer, which in my opinion is great. And just go there and use it. Yeah. So how do I create those adversarial tests? Like, how do I change some data to challenge my model? I mean, there's several ways. But most of them related the combination of model and data. They waited a model in your data related and how to test it out. That's a thing that we actually implemented more recently. It wasn't there last time we checked
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