Inductive reasoning involves making hypotheses based on observations and working from general statements to conclusions, which are probabilistic. Deductive reasoning starts with known facts and works from general principles to specific conclusions, deriving logical certainties. The key difference is that inductive reasoning goes from specific to general, while deductive reasoning goes from general to specific.