TensorFlow 2: Model Building with tf.keras

Harsha Bommana
Jun 21, 2020 · 9 min read

Tensorflow, which is a popular Deep Learning framework made by Google, has released it’s 2nd official version recently and one of its main features is the more compatible and robust implementation of its Keras API which is used to quickly and easily build neural networks for different tasks and train them. In this guide, we will go through the various features of tf.keras and how we can use it to build our neural networks.

Let’s first understand the basic components of Deep Learning models and then we can see how we recreate these using tf.keras. Every…