Stride refers to the step size or interval at which a function or operation processes data, commonly used in contexts such as neural networks, image processing, and loop iterations. It significantly impacts the efficiency and output of algorithms by determining how much data is skipped over or processed at each step, affecting both computational load and accuracy.