Mathematical Algorithms for Programmers. 3D Graphics, Machine Learning, and Modeling in Python

It doesn't matter what you do - big data, machine learning, computer graphics, or cryptography - you cannot do without mathematics! Basic knowledge and understanding of algorithms are required everywhere today. Practical examples will help you easily understand the most essential mathematical concepts. 300 exercises and mini-projects will open up new opportunities for you in mastering interesting and popular IT professions. You will get acquainted with the basic Python libraries used in the development of real applications and recall the long-forgotten fundamentals of linear algebra and calculus.