Machine Learning in Elixir

Chapter 13Put Machine Learning into Practice

At this point in the book, you have experience applying machine learning to many different input modalities. You’ve worked with structured data, text, images, time-series data, and more. You’ve created and applied both supervised and unsupervised machine learning algorithms. You know how to use Nx, Axon, and Livebook to train and validate models. You’re well on your way to becoming a proficient Elixir machine learning engineer. There’s one more question you need to answer: how do I go from Livebook to running machine learning in production?

In this chapter, you’ll learn how to operationalize your machine learning models with Nx.Serving and Elixir’s web framework Phoenix.^[41] You’ll create a machine-learning-powered ...