In Dl #106 "Implementing Optimization Algorithms Using Python: Mini-Batch GD " There is no correct mark for option. 

Dl #106

Which one of the following is more robust method of weight update?

option 1. full batch gradient descent

option 2. Minibatch Gradient descent

Option 3. Stochastic gradient descent