4min chapter

The Data Scientist Show cover image

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

CHAPTER

Is Your Model Explainable?

In NLP, explainability is the ability to drive decisions about your model. It can be used to see if you could use this inside from this explanation to like fix a particular model behavior or remove a feeling. You don't want a model that's denying credit to another person because of gender and everything. And when you talk about protected populations, you know, am I talking about race or gender and everything? That's even more important.

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