Tensor operations are fundamental mathematical manipulations applied to tensors, which are multi-dimensional arrays used extensively in fields like machine learning, physics, and computer graphics. These operations include addition, multiplication, and transformations, enabling the manipulation and analysis of complex data structures in high-dimensional spaces.