Principal Component, Unsupervised Learning, Dimensionality Reduction, Interview Questions, Machine Learning.
Principal Component Analysis (PCA) squeezes lots of information into fewer pieces, sort of like squishing a big sandwich into a smaller box. These pieces, called principal components, highlight the most important aspects of the data. By using PCA, we can understand complex data better and make