The document provides an introduction to using 'awk' and 'gawk' for manipulating tabular files in UNIX systems during a programming course for evolutionary biology. It explains basic usage, including selecting lines, accessing columns, adding prefixes, and summing values. Additionally, it highlights 'awk' as a powerful command-line programming tool, comparable to a spreadsheet.