Recognize that when the conditions for regression are not met, a simple re-expression of the data may help.
Understand that logarithmic transformations are often a good, simple starting point.
Stats Medic
Slides
2.9.2 Data Transformations for Linear Regressions
Data is here
Recap on Residuals