Machine Learning, Python, Towards Data Science, Dimensionality Reduction, Data Visualization.
lower dimensional data and try to get it to behave like the high dimensional data. Some other notable things are that all operations are linear and with SVD are super-super fast. Also given the same data PCA will always give the same answer (which is not true about the other two methods). Notice