A method for deodorizing collagen peptide by removing the caprylic odor of the peptide. A collagen peptide solution undergoes an initial preliminary heating and a second primary heating, after which the solution is depressurized and cooled. The resulting deodorized collagen can be used in foods, beverages, or other compositions.