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Introduction to Numerical Analysis by (often confused with Gupta & Bose — but let’s clarify: there is a well-known Indian textbook Numerical Analysis by Gupta & Bose , published by Kedarnath Ramnath or similar academic publishers) is designed primarily for undergraduate students in mathematics, computer science, and engineering. The book assumes a prior semester of calculus and basic linear algebra, but not advanced real analysis. Many students search online for free PDF copies