Batch vs Mini-Batch vs Stochastic Gradient Descent: Three Hikers, Three Strategies, One Mountain

One hiker surveys the entire mountain before each step. Another asks a random stranger. The third asks a small group. They all reach the bottom — but their journeys couldn't be more different.