How to Build a Model in Keras?
Keras provides two main ways to build models:
- Sequential API
- Functional API
The Sequential API are easy to work with models with a single input and output and a linear stack of layers. Whereas, the Functional API can be used for models that require multiple inputs and outputs, or layers have multiple inputs or outputs.
What is Keras?
Keras is an open-source deep-learning framework that gained attention due to its user-friendly interface. Keras offers ease of use, flexibility, and the ability to run seamlessly on top of TensorFlow. In this article, we are going to provide a comprehensive overview of Keras.
Table of Content
- Understanding Keras
- History of Keras
- Key Features of Keras Library
- How to Build a Model in Keras?
- Building Model using Sequential API
- Building Model using Functional API
- Applications of Keras