Mathematical Algorithms for Programmers: 3D Graphics, Machine Learning, and Modeling in Python
Mathematical Algorithms for Programmers: 3D Graphics, Machine Learning, and Modeling in Python
Summary:
Master mathematical algorithms for programming in Python
This book will help you master the basic mathematical knowledge necessary for a wide range of programming fields, from 3D graphics and machine learning to cryptography. Whether you are working with big data or developing real-world applications, understanding algorithms and knowing how to apply them is extremely important.
Machine learning, 3D graphics, and more
With practical examples and over 300 exercises and mini-projects, this book will allow you to easily grasp the most essential mathematical concepts. You will recall long-forgotten basics of linear algebra and calculus, and also get acquainted with the basic Python libraries widely used in development.
Real-world applications and practical examples
The book "Mathematical Algorithms for Programmers" by Paul Orland opens up new opportunities for mastering interesting and popular professions. It does not just provide dry theory, but shows how to apply mathematics in practice, in the development of real applications. Study key mathematical concepts and apply them to tasks in machine learning, 3D graphics, and modeling.
Paul Orland: your guide to the world of mathematics for programmers
The author, Paul Orland, has structured the material so that even a beginner can easily master complex topics. Thanks to his approach, the book will be an excellent assistant for those who want to deepen their knowledge of mathematics and apply it in Python programming. Get ready for an exciting journey into the world of mathematical algorithms!