depending on the duration of time you have been working out I would guess it is something like tennis elbow. Especially if you are getting into working out after a long period of time your tendons and joints take a while to get used to all the commotion. Try an ace wrap and see if it doesn't get better. if it gets worse consider some nsaids and seeing what you are doing to irritate your joints and find lower impact movements to try.