Models of presentation and processing of data and knowledge . Laboratory Workshop" edited by B. In. Golenkova and authored by N. A. Gulyakina is a unique teaching aid that will become an indispensable assistant for students, graduate students and anyone interested in modern approaches to data processing and knowledge .. With the rapid development of information technology and an increase in data, the ability to effectively work with information becomes not just desirable, but a necessary skill. In this guide, the authors invite readers to immerse themselves in the world of data representation and processing models, revealing the key concepts and methods that underlie modern information systems. The book covers a wide range of topics, ranging from the basics of information theory to the practical aspects of working with big data. Readers will be able to learn about different approaches to data structuring and analysis, as well as methods for extracting knowledge from unstructured information. A feature of this workshop is its practical focus. Each topic is accompanied by laboratory tasks that allow readers not only to learn theoretical knowledge, but also to apply them in practice. These assignments are designed to stimulate creativity and critical thinking, making the learning process more engaging and productive. Students studying computer science, computer science or related disciplines will find in this manual a lot of useful exercises and examples that will help to consolidate the knowledge gained . The book will be of interest not only to students, but also to IT practitioners, data analysts and anyone who seeks to improve their skills in information processing and analysis. It will be a great addition to the library of those working in areas such as business intelligence, machine learning and artificial intelligence. Readers who are passionate about new technologies and want to stay at the forefront of the development of their profession will find in this manual a lot of useful information. The topics raised in the book are relevant and in demand in the modern world, where data is becoming the new “gold”. Understanding how to properly present and process information opens the door to new opportunities and career achievements. The book focuses on the importance of knowledge in data processing for making informed decisions and shaping strategies in business and science. Style N. A. Gulyakina, as an author, is distinguished by the clarity and accessibility of the presentation, which makes it easy to perceive even complex concepts. He is known for his work in computer science and systems analysis, and in this manual his experience and knowledge are reflected. Readers familiar with his other works will appreciate the consistency and consistency of the presentation, as well as the practical orientation of the material. If you are looking for a tutorial that will help you to master the skills of data processing and knowledge, “Models of presentation and processing of data and knowledge . Lab Workshop” will be your reliable companion in this fascinating journey Do not miss the opportunity to deepen your knowledge and skills in one of the most popular areas of our time!