Machine Learning, Data Science, Data Visualisation, Linear Algebra, Math.
is one of the most popular dimensionality reduction techniques to be used. It comes from a family of dimensionality reduction techniques called Feature Extraction where as the name suggests, we try to create new features which are linear combinations of existing features. The other family is called