Elixir is a dynamic, functional programming language built on the Erlang virtual machine, aimed at creating scalable and maintainable applications. It was first released in 2012 and is praised for its fault tolerance and responsiveness, making it suitable for both web and embedded software development. The document discusses various features of Elixir, including its syntax, data types, pattern matching, and ecosystem tools like Mix, Hex, and the Phoenix framework.