How Does L2 Regularization Reduce Model Overfitting?

Описание: Ever wondered how to build more robust machine learning models that don't just memorize data? This video dives deep into L2 Regularization, a powerful technique used to combat overfitting and improve generalization.

In this video, we explore:
► The fundamental problem of overfitting in machine learning models.
► What L2 Regularization is and its mathematical foundation.
► How L2 Regularization penalizes large weights to simplify models.
► The practical benefits of using L2 Regularization for better model performance.


#L2Regularization, #MachineLearning, #Overfitting, #DeepLearning, #AIExplained