Model Evaluation And Interpretation With Generative Ai
 

Many machine learning models perform well but remain difficult to interpret and explain.
What you'll learn
Many machine learning models perform well but remain difficult to interpret and explain. In this course, Model Evaluation and Interpretation with Generative AI, you'll learn to use generative AI to evaluate, interpret, and communicate model performance effectively. First, you'll explore how generative AI can generate and interpret evaluation metrics for regression and classification tasks. Next, you'll discover how AI can explain feature importance, detect bias, and summarize model behavior in natural language. Finally, you'll learn how to use generative AI for error analysis, robustness testing, and fairness assessment. When you're finished with this course, you'll have the skills and knowledge of model evaluation and interpretation needed to make your models more transparent, trustworthy, and explainable.