Natural Language Processing (NLP) is among the oldest of Computer Science fields, dating back at least to the 1950s. In this talk I'll present a crash course in basic NLP, focusing on tools to perform document-level summarization and understanding. We'll use these techniques to make sense of the language people use on the web when describing beer.