Principal Component Analysis: Reducing Dimensionality in 2024-2025 Research

Principal Component Analysis: Reducing Dimensionality in 2024-2025 Research

“Without data, you’re just another person with an opinion.” – W. Edwards Deming. This quote highlights the key role of data in making decisions, especially in research. As we move into the 2024-2025 academic year, learning to use and understand data is crucial. Principal Component Analysis (PCA) is a key method for reducing data complexity, vital with the rise of big datasets in many fields.…