Programming, Data Science, Machine Learning, Python.
vector and the bias term, we get the first case: and for the second case: Finally, we can iteratively minimize the objective function by moving the weights in the opposite direction of their gradients using an adequate learning rate over several epochs : where alpha is the learning rate. 3.