In mathematics and physics, a tensor is a complex mathematical object that generalizes scalars, vectors, and matrices to higher dimensions. Tensors are used to represent data that has multiple dimensions and directions, making them essential in fields like physics, engineering, and computer science, especially in areas involving deep learning and machine learning.