In neural networks, calculus (specifically the chain rule) is used to calculate how much each weight contributed to the total error, allowing for network updating. 2. Key Calculus Concepts for Machine Learning
: The open-source book, "Dive into Deep Learning," includes a chapter titled "Mathematics for Deep Learning." While not a standalone calculus text, it provides a concise primer on differential calculus specifically tailored for understanding optimization in deep learning. calculus for machine learning pdf link