Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
Misconceptions Misconception: More components mean a better model. Reality: Often, a smaller number of components can provide the insights needed, and additional components may only add noise. Misconception: PCA can handle missing data. Reality: PCA requires a complete dataset, so you must handle