Neural Network Projects with Python

The fundamental building blocks in Keras

The fundamental building blocks in Keras are layers, and we can stack layers linearly to create a model. The Loss Function that we choose will provide the metrics for which we will use to train our model using an Optimizer. Recall that while building our neural network from scratch earlier, we had to define and write the code for those terms. We call these the fundamental building blocks in Keras because we can build any neural network using these basic structures.

The following diagram illustrates the relationship between these building blocks in Keras: