Data Dreamland, Subash Palvel, Data Science, Dimensionality Reduction, Machine Learning.
Introduction In machine learning and data analysis, dimensionality reduction techniques play a crucial role in simplifying complex datasets. These techniques aim to reduce the number of features or variables in a dataset while preserving the essential information. By reducing the dimensionality, we