The book "Works of Kolmogorov readings . Issue. 14. "International Kolmogorov Readings - XIV", dedicated to the 100th anniversary of Professor Z. A. Skop”, prepared by the team of authors, is a unique collection of scientific articles and studies devoted to modern achievements in the field of probability theory, mathematical statistics, information technology and related disciplines . This volume is an important event in scientific life, bringing together leading scientists from around the world, and is especially dedicated to the anniversary of the outstanding Russian mathematician, Professor Z. A. Skop, whose name is forever associated with the development of probability theory and its practical application This publication is not just a collection of scientific papers, but a real window into the advanced ideas and innovative approaches that shape modern mathematics. The book deals in detail with topical issues related to the modeling of random processes, methods of big data analysis, the development of machine learning algorithms and artificial intelligence, as well as theoretical aspects of probabilistic models. Each section is filled with in-depth research, original hypotheses and practical recommendations, which makes the book a valuable resource for scientists, teachers, graduate students and specialists seeking to expand their knowledge and be aware of the latest scientific trends. The book "International Kolmogorov Readings - XIV" is perfect for readers interested in modern mathematical sciences, as well as for those who are looking for inspiration in the field of applied technologies and scientific developments. Its content is designed for a wide range of professionals - from young scientists and students just starting their way in mathematics, to experienced researchers looking for new ideas and methods. In addition, the book will be of interest to teachers who want to enrich their lectures with new materials, and specialists from related fields who use mathematical methods in their practice. A special place in this publication is occupied by the contribution of Professor Z. A. Skopje, whose 100th anniversary is celebrated as part of the readings. His scientific heritage and ideas are reflected in a number of articles, which makes the book not only a collection of modern studies, but also a tribute to the outstanding scientist. The style of the authors is distinguished by clarity and accuracy of presentation, which allows even complex concepts to be perceived easily and interestingly. In general, "Works of Kolmogorov readings . Issue. 14" is not only a scientific publication, but also an inspiring journey into the world of mathematics, where each section is filled with fresh ideas and perspectives. This book is a must-read for those who appreciate scientific discoveries, look for new horizons in the field of probability theory and strive to be aware of current trends. It can be compared with such classic publications as collections of international conferences on mathematics and statistics, as well as with the works of leading scientists devoted to the development of the theoretical base and practical applications. In search queries, it is often referred to as "probability research papers", "international mathematical readings", "Kolmogorov research", "modern methods of data analysis" and "artificial intelligence and statistics". In general, "Works of Kolmogorov readings . Issue. 14" is not just a collection of articles, but a real scientific event that combines ideas, research and achievements in the field of mathematics and information technology. This book will be a valuable addition to the library of everyone who wants not only to understand modern trends in science, but also to contribute to the development of this fascinating and important area.