For immediate calorie burning and fat loss during exercise, walking is often more effective. For long-term fat loss by increasing muscle mass and metabolism, weight training is crucial. If the question focuses on the most effective choice for burning excess body fat during activity, walking is usually the best answer. If it's about overall fat loss including metabolism boost, weight training is important too