Element-wise operations refer to performing a specified operation independently on each element of arrays or matrices of the same shape, resulting in an output array of the same dimensions. These operations are fundamental in vectorized computations, enabling efficient data processing and manipulation in numerical computing environments like NumPy and MATLAB.