Code and mathematics are good partners who know each other well. They are based on common rational thinking, and the derivation of mathematical formulas can naturally unfold in the process of writing code. This book guides programmers to understand the mathematics in machine learning and game design using the tools they know well: code. Through Python code and more than 200 small projects, readers will master the knowledge of two-dimensional vectors, three-dimensional vectors, matrix transformations, linear equations, calculus, linear regression, logistic regression, gradient descent, etc.
Reader comments
This book is very good! For me who have children, it not only allows me to use code to understand mathematical knowledge, but also teaches children to learn. And the author mentioned dedicating it to my father, which resonated with me very much. Just as I strive to be a role model for my children, this book can also be a tool for us and our children to learn together and explore the world of mathematics and programming together.
This book is very good! For me who have children, it not only allows me to use code to understand mathematical knowledge, but also teaches children to learn. And the author mentioned dedicating it to my father, which resonated with me very much. Just as I strive to be a role model for my children, this book can also be a tool for us and our children to learn together and explore the world of mathematics and programming together.