For most people who've never programmed before, Learn Python the Hard Way is what I would recommend for getting started. It builds intuitions for programming little by little, without any huge "leap a tall building in a single bound!" parts of the learning curve. Most programming books are written by people who have forgotten what was once hard for them; LPtHW doesn't have that problem.