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The article discusses the impact of Large Language Models (LLMs) on data science, particularly in the field of natural language processing (NLP). LLMs are transforming traditional machine learning and deep learning methodologies, streamlining productivity and reducing the need for extensive dataset labelling and continuous model training. They also enable AI agents to collaborate and integrate internal knowledge with external data for comprehensive answers.