The latest version of the SHAP Python package has gifted us with new plots - the violin and heatmap. We explore how to interpret these plots and what new insights into our machine-learning models they bring. Join me as we discuss this new addition to the explainable AI (XAI) ecosystem.

🚀 Free Course 🚀
*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...
XAI course: https://adataodyssey.com/courses/xai-...
Newsletter signup: https://mailchi.mp/40909011987b/signup

🚀 Companion Article (no-paywall link): 🚀
https://medium.com/data-science/new-s...

🚀 Previous tutorial and other useful articles: 🚀
Intro to SHAP: https://towardsdatascience.com/introd...
Maths behind Shapley Values: https://towardsdatascience.com/from-s...
Limitations of SHAP: https://towardsdatascience.com/the-li...

🚀 Get in touch 🚀
Medium:   / conorosullyds  
Twitter:   / conorosullyds  
Mastodon: https://sigmoid.social/@conorosully
Website: https://adataodyssey.com/