Principal Component, Data Science, Dimensionality Reduction, Machine Learning.
As a Data Scientist, one of the most significant challenges in a project is dealing with large datasets that contains numerous dimensions or features. This complexity significantly hampers the data interpretations process. Obviously, a minimum number of features is needed to build a good model,