8. Towards Deep Learning Models
8. Towards Deep Learning Models#
In this lecture we will dive deeper (pun intended) into non-shallow neural network optimization techniques. We will cover the following:
What is Stochastic Gradient Descent?
What are Adaptative Learning Rates?
How to find the best hyperparameters?
How to build and train a neural network?