Part 2 – Building a Fully Featured Product

The next phase is to migrate the proof of concept to an existing infrastructure. Throughout this process, the initial versions of the data processing logic and the models often get reimplemented using different tools and services, with the goal of increasing the throughput and improving the efficiency. In this book, we focus on AWS, the most popular web service for handling high volumes of data and expensive computations.

This part comprises the following chapters:

• Chapter 5, Data Preparation in the Cloud
• Chapter 6, Efficient Model Training
• Chapter 7, Revealing the Secret of Deep Learning Models