Building Complex Deep Learning Models Using Keras Functional API

Learn How To Build Complex Models Using Keras

Youssef Hosni
Towards AI
Published in
8 min readDec 3, 2022

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The Functional API in Keras is a powerful extension to the Sequential model. It allows us to create complex models by composing simple building blocks that each take one or more inputs, process them and return one output. This article will give you an overview of the Keras Functional API architecture as well as concrete examples of how to implement it for your own use cases.

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