I think so. I care about some things more than others. It indicates the same thing to me. I like pastel pinks, tans, and blues in my clothes instead of greens and yellows. I am biased against wearing greens and yellows.Are they really biases and prejudices if it's boiled down to preferences?
From Merriam-Webster:
Bias;
3 a : bent, tendency b : an inclination of temperament or outlook; especially : a personal and sometimes unreasoned judgment : prejudice c : an instance of such prejudice d (1) : deviation of the expected value of a statistical estimate from the quantity it estimates (2) : systematic error introduced into sampling or testing by selecting or encouraging one outcome or answer over others
Prejudice;
2 a (1) : preconceived judgment or opinion (2) : an adverse opinion or leaning formed without just grounds or before sufficient knowledge b : an instance of such judgment or opinion c : an irrational attitude of hostility directed against an individual, a group, a race, or their supposed characteristicssynonyms see predilection
Both just mean preference, predilection, or leaning.