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Coursera Project Network

Machine Learning Interpretable: SHAP, PDP y permutacion

Coursera Project Network via Coursera

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Overview

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Este proyecto es un curso práctico y efectivo para aprender a generar modelos de Machine Learning interpretables. Se explican en profundidad diferentes técnicas de interpretabilidad de modelos como: SHAP, Partial Dependence Plot, Permutation importance, etc que nos permitirá entender el porqué de las predicciones.

Gracias a esto, aprenderás a entrenar modelos Glassbox que puedas entender el porqué de sus decisiones.

Syllabus

  • Machine Learning con Python. Nivel Avanzado
    • En este curso se aprenderá a generar modelos de interpretables Machine Learning

Taught by

Leire Ahedo

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