On the other hand, it's horrific to me that my fate can be decided by people who have no formal education in law and can be swayed toward a guilty verdict by the prosecutors even in the absence of evidence - if they "feel" someone is guilty then they vote that way. That is insane to me personally. Yes, a judge might have a bias - but their decisions have to be based in the law and either you broke a law or you haven't - they can't go "well, there is no evidence, but I feel like you're guilty, so off to prison with you!" - a jury of peers can absolutely do that(the judge can overrule them for gross negligence of their duties but that doesn't happen very often).
AFAIK you can waive your right to a jury trial and simply appear before a judge in most jurisdictions.
In general through, judges have a strong bias towards the prosecution. DAs and judges are often extremely friendly since they work with each other every day. I would say that if you're innocent or your case has any extenuating circumstances, you almost always have a better shot with a jury than a judge.
Juries also allow for jury nullification, which allows for unjust laws to be ignored.
I dearly wish that jury trials were available in all cases. I recently went through a non-criminal case where justice was decidedly not served. The judge, of course, claimed he "had to follow the law" but his interpretation of the law contradicted the plain-text reading of the relevant statute. I had no choice but to suck it up unless I wanted to drop the rest of my life savings on an appeal. I feel pretty confident a jury would have seen things very differently.
> a judge ... can't go "well, there is no evidence, but I feel like you're guilty, so off to prison with you!" - a jury of peers can absolutely do that
The defence can ask a judge to throw out a case on the grounds that there is no evidence on which a jury could reasonably convict.
>> On the other hand, it's horrific to me that my fate can be decided by people who have no formal education in law
I think you're assuming quite a bit on the education, knowledge, and experience of the law on the part of the judge. There is no guarantee that the judge you get knows anything about the law pertaining to your case.
>> but their decisions have to be based in the law and either you broke a law or you haven't
And yet, judges are reversed all the time on appeal based on the idea that the judge got the law wrong.
Plus I'm fairly certain the judge has a great deal more power in the courtroom than the jury. A judge can certainly put you in jail for a period of time just because they feel like it.