Weight Lifting -Workouts with Light Weights

I am new to using weights and own only 3 and 5 pound weights. Many of your workouts suggest using heavier weights. I would appreciate it if you would point me to which workouts I should use that use lighter weights but still give a good workout. TIA.

Also, which weights do you recommend I buy?