Mathematics, Mathematics Education, Machine Learning, Data Science.
You need not worry about this, as I’ll clearly mention when we’re considering X as a random vector. Also, an important assumption we make is that the datapoints are centered about the mean. We can do this by subtracting the mean vector from each sample, so that the resulting datapoints are centered