Data Science, Machine Learning, Pca, Big Data, Principal Component.
denotes the mean (μ). As evident from the plot (Fig. 1), the first principal component (the green solid line) direction has the maximum data variance, and it also defines the line that is closest to all n of the observations. The first principal component captures most of the information contained