Tensor products play a fundamental role in many aspects of science. Recent technological developments have increased the interest in the subject (data analytics, machine learning, neuroscience, quantum networks, psychometrics, chemometrics, ...) and the literature on the subject is expanding rapidly. We will give a short introduction to the subject and explain some of the fundamental problems from a mathematical point of view (algebraic geometry, complexity theory).