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What Is Model Generalization In Machine Learning?

Ever wonder why some machine learning models perform perfectly on your data but fail miserably in the real world? This video dives into the critical concept of model generalization in machine learning. In this explanation, you'll discover: ► The core definition of model generalization and why it's essential for real-world AI applications. ► How to avoid overfitting and underfitting to build more robust models. ► The difference between good performance on training data versus unseen data. ► Techniques and strategies to improve your model's ability to generalize. #ModelGeneralization, #MachineLearning, #AIExplained, #DataScience