Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
challenging for algorithms that rely on distance measurements. PCA combats these issues by transforming the original variables into a new set of variables, the principal components, which are fewer in number but still capture the essence of the data. This reduction makes the dataset easier to