Section 3: Deploying Models to Users

Thus far, we have discussed Python, using data, and developing models. In this section, we will explore how these models can be moved to production and made available to an end user. We will explore four commonly used platforms for deploying a machine learning model: AWS, Heroku, GCP, and Python anywhere.

This section comprises the following chapters:

• Chapter 11, Deploying Models with Flask Applications
• Chapter 12, Deploying Applications to the Cloud