MACHINE LEARNING

Model Registry

Problem: How to introduce ml-based production/features to cross-functional teams.

Whitening transformation

Batch Normalization

Batch Normalization is one of important parts in our NN.

Gradient Descent

Vanilla gradient descent, aka batch gradient descent, computes the gradient of the cost function w.r.t. to the parameters θ