Scientific problem solving relies on induction and deduction. Induction involves gathering data to formulate generalizations (from particular to general), akin to hypothesis formation. Deduction starts with generalizations to make predictions, essential for testing scientific concepts. The scientific method includes identifying the problem, stating a hypothesis, conducting experiments, and reaching conclusions. Its self-correcting nature ensures rigorous validation of ideas.