Archives for SGD classifier
Stochastic gradient descent is also a method of optimization. The objective function which needs to be optimised comes with suitable smoothness properties and this suitable smoothness makes the stochastic gradient descent different from the gradient descent.
When data is continuously streamed, online learning is essential in order to do real-time analysis.