Interpretable vs Explainable Machine Learning: Key Differences You Need to Know ๐ค
Discover the crucial differences between interpretable and explainable machine learning models, and learn when to use each for better AI insights.

A Data Odyssey
39.3K views โข May 8, 2023

About this video
Interpretable models can be understood by a human without any other aids/techniques. On the other hand, explainable models require additional techniques to be understood by humans. We discuss this definition and how it relates to interpretability--the degree to which a model can be understood by a human.
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SHAP course: https://adataodyssey.com/courses/shap-with-python/
XAI course: https://adataodyssey.com/courses/xai-with-python/
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Read the companion article (no-paywall link):
https://medium.com/data-science/interperable-vs-explainable-machine-learning-1fa525e12f48?sk=0394bbace04d1ba96f467ec42ced6d92
Medium: https://conorosullyds.medium.com/
Twitter: https://twitter.com/conorosullyDS
Mastodon: https://sigmoid.social/@conorosully
Website: https://adataodyssey.com/
*NOTE*: You will now get the XAI course for free if you sign up (not the SHAP course)
SHAP course: https://adataodyssey.com/courses/shap-with-python/
XAI course: https://adataodyssey.com/courses/xai-with-python/
Newsletter signup: https://mailchi.mp/40909011987b/signup
Read the companion article (no-paywall link):
https://medium.com/data-science/interperable-vs-explainable-machine-learning-1fa525e12f48?sk=0394bbace04d1ba96f467ec42ced6d92
Medium: https://conorosullyds.medium.com/
Twitter: https://twitter.com/conorosullyDS
Mastodon: https://sigmoid.social/@conorosully
Website: https://adataodyssey.com/
Video Information
Views
39.3K
Likes
908
Duration
7:07
Published
May 8, 2023
User Reviews
4.7
(7)