Mathematical Methods and Information Technology . The conference, published by the team of authors, is a fascinating and in-depth study devoted to modern mathematical methods and their application in various fields of information technology. This edition will be a real find for students, graduate students, teachers and anyone interested in mathematics and its practical aspects in the IT field. From the first pages, the reader is immersed in a world where mathematics and technology are intertwined, creating new opportunities for solving complex problems. The book is based on the materials of the conference, which gives it relevance and freshness. Authors representing different scientific schools and research areas share their experience, which allows you to look at familiar things from a new perspective. Each section of the book covers specific mathematical methods and their application in information systems, which makes the material accessible and understandable even for those who are just starting their way in this field. Who can like this edition? First of all, this is a book for students and postgraduates of technical and mathematical specialties who seek to deepen their knowledge and skills . It will also be of interest to teachers who want to expand their horizons and find new approaches to learning. In addition, information technology practitioners will find here many useful ideas and solutions that can be applied in their work. The topics raised in the book cover a wide range of issues, from probability theory and statistics to optimization and modeling techniques. The authors discuss how mathematical models help in data analysis, algorithm development, and software creation. The book also touches on issues related to artificial intelligence and machine learning, which makes it especially relevant in light of current trends in the IT industry. The writing style of the authors is clear and logical, which allows the reader to easily assimilate complex concepts. Each section is accompanied by examples and illustrations, which makes the material more clear and understandable. The team of authors includes both experienced scientists and young researchers, which creates a unique synthesis of ideas and approaches. If you are looking for books that will help you understand mathematical methods and their application in information technology, “Mathematical Methods and Information Technology Tools” The conference will be a great choice. It will not only enrich your knowledge, but also inspire new ideas and projects. Do not miss the opportunity to immerse yourself in a world where mathematics becomes the key to understanding complex processes in information systems. This book is your guide to an exciting journey in mathematics and technology, which will not leave indifferent any reader seeking new knowledge and discoveries.