Stochastic Gradient Descent (SGD) is a variant of the gradient descent algorithm that is used for optimizing machine learning models. SGD utilizes a randomly chosen subset of the training data, ...

Gradient descent, intuitively Let's first take a look at what gradient descent is in an intuitive way. Suppose that a helicopter drops you at the summit of a mountain. Upon departure, the helicopter ...