Statistics, Machine Learning, Data Science, Artificial Intelligence, Deep Learning.
there is a correlation exist between two random variable or not. Above scatter plot just describes which types of correlation exist between two random variables (+ve, -ve or 0) but it does not quantify the correlation that's where the correlation coefficient comes into the picture. Lets deep dive