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The video tutorial explores cleaning techniques for natural language processing, emphasizing the importance of cleaning data as a fundamental step in the data science pipeline. Different cleaning techniques are required for text data compared to numerical data, including basic cleaning and advanced cleaning methods. The tutorial will discuss these techniques in detail, starting with basic cleaning before moving on to advanced cleaning techniques.