"Necessary mathematics for AI. High-level mathematics for effective and successful AI systems" is a book that has become a real guide in the world of artificial intelligence. It describes the mathematical concepts necessary for understanding and developing an artificial intelligence system in detail and in an accessible manner. The authors provide key knowledge in linear algebra, probability theory, optimization, self-organization, and other mathematical disciplines necessary for building highly efficient and successful artificial intelligence systems. This book will become an integral part of the library of everyone who dreams of becoming a professional in the field of artificial intelligence.