The learning objectives of the Lipid Metabolism course include understanding the processes in digestion of fats, comparing and contrasting the breakdown and synthesis of fatty acids, explaining the production of ketone bodies, outlining the synthesis of triacylglycerol and phospholipids, and classifying different lipoproteins and their functions.