Data Science, Python, Machine Learning, Dimensionality Reduction.
account a third categorical variable. For example, bill depth and flipper length have a Pearson correlation coefficient of 𝑟 = −0.58, thus suggesting an inverse linear relationship between them. Regardless, we can easily verify that the variables are linearly related for each individual species, by