Yes, it's a funny thing that beginners always seem to be told to care
for normality, while this is the most unimportant feature.
The most important assumptions (linear relationships, and equal
variance of errors i.e. homoscedascity) should be checked, and
whether there's multicollinearity.
With kind regards
Karabiner