AI, Machine Learning, Unsupervised Learning.
in unsupervised learning as a method to reduce the number of features or variables in a dataset. The high-dimensional nature of data can lead to challenges such as increased computational complexity, and difficulties in visualization. Dimensionality reduction methods aim to overcome these