Artificial Intelligence, Machine Learning, Data, Data Science, Predictions.
While this approach works well in many cases, it can lead to overfitting when faced with noisy or complex data. Overfitting occurs when a model captures the noise in the training data rather than the underlying patterns, resulting in poor performance on new, unseen data. Regularization techniques