Machine Learning, Data Science, Deep Learning, Dimensionality Reduction, Artificial Intelligence.
variables (features or dimensions) in a dataset while retaining the essential information. In simpler terms, it’s about simplifying data without losing its most critical aspects. To understand why dimensionality reduction is crucial, consider this: as the number of features in your dataset grows,