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Thanks for the kind words. In this article, I covered calculus in a way that provides a solid foundation for understanding core concepts like backpropagation in machine learning. My intention was not to create a math-heavy article but rather to offer an introductory explanation of the fundamental mathematical concepts needed for neural networks.