What's the best/fastest way for a woman to build upper body strength?

I'm a 26 year old female getting back into fitness, and I can't even do a single pull up. Fittit, help me change this! At my disposal I only have: 3 and 5 lb weights, a yoga mat, and a chair. Thanks!