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This video provides an insight into using awk as a one-liner in shell scripts. Awk is a comprehensive language with various features, but its main use revolves around selecting lines based on criteria and extracting specific columns. The example given is extracting memory management statistics from a file called slash prop mem info on a Linux system to find the commit limit. This is a common and useful feature of awk in shell scripting.