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

Jun 24th 2024
Explainable deep learning models for healthcare - CDSS 3 (Coursera)
Course Auditing
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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 [...]

Guided Project: Predict World Cup Soccer Results with ML (edX)

Self Paced
Guided Project: Predict World Cup Soccer Results with ML (edX)
Free Course
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In this beginner-friendly, hands-on guided project, develop your data science and machine learning skills in under an hour by building a prediction model for the 2022 FIFA World Cup. Perfect for anyone interested in learning more about prediction models.