Deep Learning, Regularisation, Optimization Algorithms, Deep Neural Networks, Gradient Descent.
Normalizing Inputs Suppose we have 2 input features and their scatter plot looks like this: This is how we can represent the input as a vector: We’ll follow the below steps to normalize the input: Subtract the mean from the input features: This will change the scatter plot from what is shown above