Artificial Intelligence, Machine Learning.
noisy inputs. Challenge: Overfitting and Underfitting Deep learning offers solutions to combat overfitting and underfitting. Regularization techniques such as L1 and L2 regularization and dropout prevent over-reliance on specific features and encourage generalization. Cross-validation helps assess