Machine Learning, Data Science, Algorithms, Dimensionality Reduction, Cheatsheet.
unsupervised learning (e.g. regression/classification, clustering)) do not work well with sparse or high-dimensional data, dimensionality reduction algorithms can greatly increase the quality. Often, this also provides faster and simpler calculations. Methods are commonly divided into: Feature