The book "Intellectual processing of large amounts of data based on MPI and CUDA technologies . Laboratory Workshop by A. and . Demidchuk is a unique guide that immerses the reader in the world of modern data processing technologies. With the rapid growth in the amount of information faced by scientists and specialists in various fields, this publication becomes an indispensable assistant for anyone who wants to master advanced methods of working with big data. The book is aimed at students, graduate students, as well as practicing specialists in the field of computer science, computer engineering and related disciplines . If you are passionate about programming, data analysis or want to deepen your knowledge in the field of parallel computing, this guide will be a real find for you. It will be interesting for both beginners and those who already have experience with data and want to expand their skills. In “Intelligent processing of large amounts of data”, the author examines in detail the technologies MPI (Message Passing Interface) and CUDA (Compute Unified Device Architecture), which are the main tools for efficient processing of large amounts of data .. The book contains practical tasks that will help the reader not only to understand the theoretical foundations, but also to apply them in practice. Each task is accompanied by clear instructions and examples, which makes the learning process more accessible and fun. One of the key topics raised in the book is the need to master parallel computing in the modern information environment. Demidchuk emphasizes that traditional methods of data processing often do not cope with the amount of information that needs to be analyzed. Therefore, the use of MPI and CUDA technologies becomes not just desirable, but necessary for effective operation. The reader will be able to learn about how to optimize computing processes, improve application performance, and ultimately improve the quality of data analysis. The author's style is distinguished by clarity and accessibility of presentation. A. and . Demidchuk skillfully combines theory with practice, which allows readers not only to assimilate the material, but also to apply it to real problems. This makes the book especially valuable for those who want not only to learn the theory, but also to learn how to solve practical problems using modern technologies. In addition, the author shares his own experiences and experiences, which gives the book special value. The book "Intellectual processing of large amounts of data" can be of interest not only to specialists in the field of information technology, but also to those who work in such fields as economics, bioinformatics, sociology and many others where big data analysis is required. It will be an excellent help for researchers seeking to use modern technologies to solve complex problems. If you are looking for literature that will help you master advanced data processing techniques and learn how to put them into practice, this guide is your ideal choice. The book will not only expand your knowledge, but also inspire new ideas and projects in the field of data analysis. Do not miss the opportunity to immerse yourself in the world of high technology and discover the limitless opportunities that they offer.