Beans are a lot more forgiving when it comes to storage. Once you grind them, however, the grounds absorb moisture and oxidize relatively quickly. I just leave my beans in their bag and store it in the cupboard, but yeah a bag lasts about 2 weeks. We came across a half used bag of beans that we'd forgotten about and had been sitting in a cupboard for a year. The coffee made from those beans was terrible.