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This introductory lecture provides a broad overview of predictive analytics and its landscape, emphasizing its crucial role in industry, business, and the daily work of data scientists in the corporate sector. Learn about the objectives of this NPTEL-NOC IITM course and gain insights into various predictive models that form the foundation of data science applications.