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Awk is a powerful text processing utility that can grab specific columns, rows, and fields from text. It can search for string patterns in text and replace them. Awk is commonly used in shell scripting and is a valuable tool to learn and use frequently in various tasks. In the tutorial, the speaker demonstrates how to use awk with the 'ps' command to manipulate text output in columns.