The TensorFlow Workshop

4. Regression and Classification Models

Overview

In this chapter, you will learn how to build regression and classification models using TensorFlow. You will build models with TensorFlow utilizing Keras layers, which are a simple approach to model building that offer a high-level API for building and training models. You will create models to solve regression and classification tasks, including the classification of the binding properties of various molecules. You will also use TensorBoard to visualize the architecture of TensorFlow models and view the training process.

Introduction

In the previous chapter, you learned how to use some TensorFlow resources to aid in development. These included TensorBoard (for visualizing computational ...