Data Science encompasses the collection, analysis, interpretation, and visualisation of data to extract valuable insights and make informed decisions. It combines statistical techniques, Machine Learning algorithms, and domain expertise to uncover patterns, trends, and correlations within data. By leveraging data science, businesses can gain a competitive advantage, optimise operations, and drive growth.
Dimensionality Reduction is the process of reducing the number of variables or features in a dataset while retaining its essential information. By eliminating irrelevant…