This short book has been written with the purpose to bring the subject of Computational Geometry and Topology to a wider audience, namely to the scientists who deal with shapes in their work. To gain some focus, we have limited the scope to a small subset of topics, selected to form a coherent and convincing story. This includes fundamental topics and those that are relevant to applications—and we do not see any contradiction in these two requirements.