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In this tutorial, the data scientist explains how to implement natural language processing and text cleaning in Python. They provide step-by-step instructions and Python examples for various cleaning techniques. The tutorial starts with suppressing warnings and creating a list of sentences for demonstration purposes. The goal is to help the audience understand the basics of text cleaning.