Demystifying the Black Box: A Guide to Interpretable and Explainable AI Models

Artificial Intelligence (AI) has made remarkable strides in recent years, transforming different industries and enabling machines to make complex decisions. However, the inner workings of AI models have often been regarded as "black boxes," raising c...