Machine Learning, Data Science, Deep Learning, Dimensionality Reduction, Artificial Intelligence.
representation. The resulting X_reduced contains the same data but with only two features, allowing for more efficient analysis or visualization. Choosing the Right Technique and Parameters Selecting the right dimensionality reduction technique and the appropriate number of dimensions is a critical