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This video tutorial discusses cleaning techniques for natural language processing in data science. The importance of cleaning data, including text data, is emphasized. The text cleaning techniques are categorized into basic cleaning and advanced cleaning. Basic cleaning is necessary, while advanced cleaning may be needed in some cases. The tutorial aims to break down these techniques and explain them in detail.