Calculus for Beginners - Calculus for Machine Learning
Embark on a comprehensive 10-hour calculus course designed for beginners and machine learning enthusiasts alike. Delve into the mathematical study of continuous change, exploring crucial concepts with in-depth explanations. Begin with an overview of calculus before progressing through topics such as limits, continuity, derivatives, and their applications. Master differentiation rules, rates of change, and trigonometric functions. Explore advanced concepts including the chain rule, implicit differentiation, and partial derivatives. Apply your knowledge to real-world scenarios through related rates and optimization problems. Conclude with an introduction to antiderivatives, equipping you with a solid foundation in calculus principles essential for further study or application in machine learning.