XAI approaches aim to solve the challenge of understanding the reasoning behind machine learning models' predictions or identifying any biases by providing tools to explain, analyze, and visualize the decisions made by machine learning models. These explanations explain why a certain prediction was made, which factors were relevant, and how the model arrived at its conclusion. To know more about Explainable AI in detail, check out Machine Learning Training in Noida.