If you're biased towards something, it's like a prejudice, but often in a good sense. For example, a mother would say: 'I think Joe's the best singer in the competition. But I'm his mum, so of course I'm biased!' It's always used in this sense. For example you would say: 'Please give me your honest, unbiased opinion'. This means an objective or impartial opinion.