Machine Learning, Data Science, Deep Learning, Dimensionality Reduction, Artificial Intelligence.
make accurate predictions. Why is Dimensionality Reduction Important? Dimensionality reduction offers several benefits: Improved Model Performance: By reducing the number of features, models are less likely to overfit the training data. Overfitting occurs when a model becomes too complex and learns