Machine Learning, Artificial Intelligence, Deep Learning, Data Science, Mathematics.
role in the development of robust machine learning models. They help in preventing overfitting, enabling models to generalize better to unseen data. The choice between L1 and L2 regularization depends on the dataset characteristics and the specific requirements of the problem. L1 regularization is