Learn Calculus with Python

An intuitive, Python-based introduction to calculus for readers interested in real applications of the math.Many people take a calculus course and walk away remembering almost nothing—except vague ideas about slopes, curves, and something called a tangent.Learn Calculus with Python is written for those readers, as well as anyone else with a firm grasp of algebra and trigonometry who is eager to learn the practical math underlying machine learning optimization, signals processing, planetary simulations, and other useful applications.Rather than teaching calculus as a collection of formulas and procedures, this book uses guided Jupyter Notebooks to introduce concepts like derivatives, integrals, the Fundamental Theorem, and dynamical systems through visualizations and real-world examples.Designed for curious self-learners, programmers, and students who want to understand what calculus is actually describing, Learn Calculus with Python rebuilds the subject from the inside out— patiently and in context. Read more