Does the college I attend matter?

Hello,

I am a freshman in high school and plan to get my bachelors degree, then attend ATP.

My question is, does it matter which college I attend to get my bachelors degree as long as the accredited?

I have had family members get their bachelors from online colleges, such a Western Governors University and University of Phoenix, and it worked out well for them in their career fields (IT, Program Management, etc). I noticed on APL, the suggestion is to get a degree in something that interests me outside of aviation; however, I’m unsure if the college I attend will matter when applying for major airlines after attending ATP.

Thank you!