GRAD-CAM

Sort options

Explainable deep learning models for healthcare - CDSS 3 (Coursera)

Apr 1st 2024
Explainable deep learning models for healthcare - CDSS 3 (Coursera)
Course Auditing
Categories
Effort
Languages
This course will introduce the concepts of interpretability and explainability in machine learning applications. The learner will understand the difference between global, local, model-agnostic and model-specific explanations. State-of-the-art explainability methods such as Permutation Feature Importance (PFI), Local Interpretable Model-agnostic Explanations (LIME) and SHapley Additive exPlanation (SHAP) are explained and [...]