This talk discusses abstract syntax trees, parsing, domain specific languages, interpreters, and code generation. It provides examples of turtle and Small Basic languages and their corresponding abstract syntax trees. It also discusses different approaches to language design and lists resources for learning more about functional programming languages like F# through books, websites, and Koans exercises.