Keras Sequential API
Learn to create DL models using the Sequential API of Keras.
We'll cover the following
Keras offers different ways to create DL models. Let’s focus on the sequential Keras model.
Building DL models
The different ways to build DL models in Keras include:
The
Sequential
model class: This allows us to define a DL model in a single line of code.The Functional interface: This can create complicated model architectures.
The
Model
subclass: This uses object-oriented concepts to allow us to reuse models.
The Sequential
model class
We use the Sequential
model class to create a DL model consisting of a sequence of layers arranged one after the other. When each model layer has only one input tensor and one output tensor, we use the Sequential
model. The following lines import the Sequential
model.
Get hands-on with 1200+ tech skills courses.