In this chapter, we understood how different parameter combinations affect the final accuracy measure and how hyperparameter tuning using Cloud ML engine helps in improving the accuracy further.

In the next chapter, we will learn how to identify overfitting and make our models more robust to previously-unseen data by setting the right parameters and defining the proper architectures.