Applying Math With Python Practical Recipes For Solving Computational Math Problems Using Python Programming And Its Libraries Sam Morley by Sam Morley 9781838989750, 1838989757 instant download after payment.

This book is an introduction to solving mathematical problems using Python. It provides an introduction to some of the basic concepts from mathematics – and how to use Python to work with these concepts – and templates for solving a variety of mathematical problems across a large number of topics within mathematics. The first few chapters focus on core skills such as working with NumPy arrays, plotting, calculus, and probability. These topics are very important throughout mathematics, and act as the foundation for the rest of the book. In the remaining chapters, we discuss more practical problems, covering topics such as data analysis and statistics, networks, regression and forecasting, optimization, and game theory. We hope that this book provides a basis for solving mathematical problems and the tools for you to further explore the world of mathematics.

Who this book is for Readers will need to have a basic knowledge of Python. We don't assume any knowledge of mathematics, although readers who are familiar with some basic mathematical concepts will better understand the context and details of the techniques we discuss.