What is Stochastic Gradient Descent?

Mini-batches and noise as regularization. Stochastic Gradient Descent is a key concept in 4 that forms the mathematical foundation for many machine learning algorithms. Prerequisites include: 32, 33. This concept is foundational for understanding 35, 36. This builds on foundational concepts and requires some background knowledge.