ELI5 please: confirmation bias, strawmen, and other things I should know to help me evaluate arguments

I dont do* need a logic class but I do sometimes need help understanding why someone's argument is invalid.

*edit: I do need a logic course but in lieu of that some extra help is much appreciated.