Uncertainty in Deep Learning. How To Measure?

A hands-on tutorial on Bayesian estimation of epistemic and aleatoric uncertainty with Keras. Towards a social acceptance of AI.

Michel Kana, Ph.D
Towards Data Science
9 min readApr 26, 2020

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My Deep Learning Model Says: “sorry, I don’t know the answer”. That can be absolutely OK.

Painting by Sophie Madeleine

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Husband & Dad. Mental health advocate. Top Medium Writer. 20 years in IT. AI Expert @Harvard. Empowering human-centered organizations with high-tech.