Logical fallacies are mistakes in reasoning that undermine logical arguments. Some common fallacies include: over-generalization, arguing in circles, black and white thinking, red herrings, loaded questions, faulty use of statistics, misleading comparisons, and bandwagon appeals. It is important to avoid these fallacies by separating facts from opinions, examining causal relationships critically, and making decisions based on evidence rather than popularity.