Linear Regression, Data Science, Modeling, Ordinary Least Square, Regression.
continuous variables represent how much our Y should change for a one-unit change in X. As noted above, the larger the magnitude of the value, the more Y will change relative to X. If the sign is positive, Y will increase with X and conversely if the sign is negative, Y will decrease with X.