MATHEMATICS FOR MACHINE LEARNING
Calculus is vital in machine learning, providing the mathematical foundation for understanding and optimizing complex models. It enables us to analyze the behaviour of functions, find optimal solutions, and make accurate predictions. Without a solid understanding of calculus, it becomes challenging to comprehend the underlying principles and techniques used in machine learning algorithms.
Machine learning involves optimization, regression, classification, and neural network training. Calculus…