What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial
In this ML video, We'll learn about Interpretable Machine Learning which otherwise is known as Machine Learning Explainability and Explainable AI. Along with Python Examples
00:00 Introduction - Outline
01:13 Credits
02:57 What is Interpretable Machine Learning?
04:12 Why is Machine Learning Explainability Required?
12:12 How is IML relevant to me?
16:45 Types of IML
19:40 LIME , Advantages and Disadvantages of LIME with Python Tutorial
30:50 SHAP , Advantages and Disadvantages of SHAP
Credits: Christoph Molnar's Free Book - https://christophm.github.io/interpre...
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