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Awk is a text processing utility that allows you to extract specific columns, rows, and fields from text. It can search for string patterns and replace them with other strings. It is a powerful program commonly used in shell scripting. Learning awk is valuable and once mastered, its usefulness becomes apparent. In the tutorial, the speaker demonstrates how to manipulate text output from the ps command using awk in a terminal emulator.