Data Science, Machine Learning, Analytics, Visualization, Statistics.
axis w, along which we wish to maximize the variance. Mathematically, To calculate variance, we need mean. In statistics, it is better put as expectation, denoted by E. Expectation of a random variable is its mean. In our case we denote expectation of our original features x as μ. For our