3min chapter

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Episode 534: Andy Dang on AI/ML Observability

Software Engineering Radio - the podcast for professional software developers

CHAPTER

Explainability in AI ML?

The key to MLAI is explainability. What it means really in practice is that you assign the importance of your decision models decision to basically a number between zero and one to your specific features. So every time you make a decision, you can say, oh, this person, for this particular example, this is the weight of these decisions. And then for you can also do it at a global level to say for this model based on this testing data set, and here's the way they're averaged out globally.

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