The book "Methods and algorithms of decision-making: educational manual" by L. In. Silver represents an indispensable resource for students, graduate students, and practitioners seeking to deepen their knowledge of decision-making. This manual not only highlights theoretical aspects, but also offers practical tools that will help readers effectively cope with the challenges associated with choosing optimal solutions in various fields. In today's world, where the amount of information is growing every day, the ability to make informed decisions is becoming critically important. Silver book immerses the reader in the world of methods and algorithms that help to structure the decision-making process The author starts with the basics, explaining key concepts and principles, and then moves on to more complex methods such as multicriteria analysis, game theories, and statistical methods. Each chapter is imbued with practical examples, which makes the material more accessible and understandable. This book will be especially useful for those interested in management, economics, sociology and other disciplines where decision-making plays a central role. Students and teachers of universities, as well as practices in the field of business and public administration will find in it valuable ideas and methods that can be applied in real life. Thanks to a clear and logical presentation of the material, the manual is suitable for both beginners and more experienced readers seeking to expand their horizons. The topics raised in the book cover a wide range: from theoretical foundations to practical applications. The author focuses on the importance of a systematic approach to decision-making, which allows readers to realize how various factors can influence the final choice. In the face of uncertainty and risk, which have become an integral part of the modern world, the ability to apply algorithms and analysis methods becomes especially relevant. Silver emphasizes that proper decision-making can not only improve business results, but also improve the quality of life in general. Style L. In. Silver is distinguished by clarity and accessibility. She is able to convey complex concepts in simple language, which makes her books popular with a wide audience. Among other well-known works of the author are “Project Management” and “Data Analysis for Decision Making”, which also received positive reviews for their practical orientation and relevance. If you are looking for literature that will help you master decision-making methods and algorithms, “Decision-Making Methods and Algorithms: A Tutorial” will be an excellent choice. This book will not only enrich your knowledge, but also equip you with practical tools that you can use in your professional activities. Readers interested in topics such as management, data analysis, and strategic planning will find this guide to be very useful. Do not miss the opportunity to discover the world of effective decision-making with this unique tutorial Book L. In. Silver is your reliable guide in the complex but fascinating process of choosing optimal solutions in the face of uncertainty.