3. Deep Learning in Practice with TensorFlow 2

Overview

This chapter will introduce you to TensorFlow and Keras and provide an overview of their key features and applications, as well as how they work in synergy. You will be able to implement a deep neural network with TensorFlow by addressing the main topics, from model creation, training, and validation, to testing. You will perform a regression task and solve a classification problem, thereby gaining hands-on experience with the frameworks. Finally, you will build and train a model to classify clothes images with high accuracy. By the end of this chapter, you will be able to design, build, and train deep learning models using the most advanced machine learning frameworks available.