In this talk, we'll learn about the Nx (Numerical Elixir) ecosystem, and how we can use the tooling for training a model and then use it in a Web application. In the process, we will discuss why Elixir can be a good alternative for Machine Learning, how the Nx ecosystem reached its current state, other characteristics of the Elixir programming language.