Minsk: Belarusian National Technical University, 2025. — 141 р. The textbook complements the lecture material with topical issues of data ethics. This applied material is important for specialists in management, marketing, logistics and engineering and economic specialties. Contents Introduction Data Ethics Data Augmentation and Ethics AI Ethics: A Systems Approach Computer...
Лабораторный практикум. — Севастополь: СевГУ, 2025. — 155 с.: ил. Содержание лабораторного практикума соответствует утвержденным в СевГУ рабочим программам дисциплин «Дейта майнинг в управлении» и «Диджиталаналитика» по направлению подготовки 38.04.02 «Менеджмент». Предназначен для студентов всех форм обучения и слушателей курсов повышения квалификации в рамках дополнительного...
BPB Publications, 2025. — 427 p. — ISBN-13 978-9365895292. Основы науки о данных с помощью R: обучение с упором на манипулирование данными, визуализацию и машинное обучение This book teaches you to draw insights from your data. In today's data-driven business landscape, making informed decisions requires effective data analysis. This book guides you through the steps to import,...
CRC Press, 2025. — 271 p. — (Серия: Computational and Intelligent Systems). — ISBN 9781032832760. The book provides a comprehensive discussion for utilizing computational models such as artificial neural networks, agent-based models, and decision field theory, for reliability engineering. It further presents optimization solutions for smart and secure healthcare services. The...
CRC Press, 2025. — 271 p. — (Серия: Computational and Intelligent Systems). — ISBN 9781032832760. The book provides a comprehensive discussion for utilizing computational models such as artificial neural networks, agent-based models, and decision field theory, for reliability engineering. It further presents optimization solutions for smart and secure healthcare services. The...
Учебно-методическое пособие. – Гомель : Гомельский государственный технический университет имени П. О. Сухого, 2023. – 129 с. Предназначено для теоретической и практической подготовки по дисциплине «Введение в анализ больших данных». Знакомит студентов с основами теории и практики, необходимой для анализа больших объемов данных при исследовании реальных объектов. В первом...
De Gruyter, 2025. — 348 p. — (Intelligent Computing, 2). — ISBN 978-3-11-134458-4. Through the application of cutting-edge techniques like Big Data, Data Mining, and Data Science, it is possible to extract insights from massive datasets. These methodologies are crucial in enabling informed decision-making and driving transformative advancements across many fields, industries,...
De Gruyter, 2025. — 348 p. — (Intelligent Computing, 2). — ISBN 978-3-11-134458-4. Through the application of cutting-edge techniques like Big Data, Data Mining, and Data Science, it is possible to extract insights from massive datasets. These methodologies are crucial in enabling informed decision-making and driving transformative advancements across many fields, industries,...
De Gruyter, 2025. — 348 p. — (Intelligent Computing, 2). — ISBN 978-3-11-134458-4. Through the application of cutting-edge techniques like Big Data, Data Mining, and Data Science, it is possible to extract insights from massive datasets. These methodologies are crucial in enabling informed decision-making and driving transformative advancements across many fields, industries,...
De Gruyter, 2025. — 348 p. — (Intelligent Computing, 2). — ISBN: 978-3-11-134455-3. Through the application of cutting-edge techniques like Big Data, Data Mining, and Data Science, it is possible to extract insights from massive datasets. These methodologies are crucial in enabling informed decision-making and driving transformative advancements across many fields, industries,...
John Wiley & Sons, Inc., 2024. — 461 p. — ISBN 978-1394213245. Introduction to essential concepts and techniques of the fundamentals of R and Python needed to start Data Science projects. Organized with a strong focus on open data, Data Science Fundamentals with R, Python, and Open Data discusses concepts, techniques, tools, and first steps to carry out Data Science projects,...
Методические рекомендации. — Витебск : Витебский государственный университет имени П.М. Машерова, 2024. — 45 с. В методических рекомендациях изложены основные понятия распределенных вычислений, больших объемов данных. В первом разделе рассматриваются основные понятия параллельных вычислений и распараллеливания. Во втором – понятия жизненного цикла данных, больших данных и...
Packt Publishing, 2024. — 297 p. Key Features: Leverage Kubernetes in a cloud environment to integrate seamlessly with a variety of tools Explore best practices for optimizing the performance of big data pipelines Build end-to-end data pipelines and discover real-world use cases using popular tools like Spark, Airflow, and Kafka Book Description: In today's data-driven world,...
IGI Global, 2024. — 310 p. — ISBN-13: 979-8-3693-4293-0. In an era defined by the deluge of data, navigating the complexities of decision-making under conditions of uncertainty has emerged as a formidable challenge for scholars and practitioners alike. The sheer volume and velocity of information inundating decision-makers often leads to paralysis or misguided choices,...
IGI Global, 2024. — 310 p. — ISBN-13: 979-8-3693-4293-0. In an era defined by the deluge of data, navigating the complexities of decision-making under conditions of uncertainty has emerged as a formidable challenge for scholars and practitioners alike. The sheer volume and velocity of information inundating decision-makers often leads to paralysis or misguided choices,...
IGI Global, 2024. — 310 p. — ISBN-13: 979-8-3693-4293-0. In an era defined by the deluge of data, navigating the complexities of decision-making under conditions of uncertainty has emerged as a formidable challenge for scholars and practitioners alike. The sheer volume and velocity of information inundating decision-makers often leads to paralysis or misguided choices,...
IGI Global, 2024. — 310 p. — ISBN-13: 979-8-3693-4292-3. In an era defined by the deluge of data, navigating the complexities of decision-making under conditions of uncertainty has emerged as a formidable challenge for scholars and practitioners alike. The sheer volume and velocity of information inundating decision-makers often leads to paralysis or misguided choices,...
John Wiley & Sons, Inc., 2024. — 816 p. — ISBN 978-1-119-86337-3. An essential introduction to data analytics and Machine Learning techniques in the business sector In Financial Data Analytics with Machine Learning, Optimization and Statistics, a team consisting of a distinguished applied mathematician and statistician, experienced actuarial professionals and working data...
John Wiley & Sons, Inc., 2024. — 816 p. — ISBN 978-1-119-86337-3. An essential introduction to data analytics and Machine Learning techniques in the business sector In Financial Data Analytics with Machine Learning, Optimization and Statistics, a team consisting of a distinguished applied mathematician and statistician, experienced actuarial professionals and working data...
John Wiley & Sons, Inc., 2024. — 816 p. — ISBN 978-1-119-86337-3. An essential introduction to data analytics and Machine Learning techniques in the business sector In Financial Data Analytics with Machine Learning, Optimization and Statistics, a team consisting of a distinguished applied mathematician and statistician, experienced actuarial professionals and working data...
Shitharth Selvarajan, Gouse Baig Mohammad, Sadda Bharath Reddy, Praveen Kumar Balachandran. — CRC Press, 2025. — 215 р. — ISBN: 978-1032663005. Big Data and Blockchain Technology for Secure IoT Applications presents a comprehensive exploration of the intersection between two transformative technologies: big data and blockchain, and their integration into securing Internet of...
Shitharth Selvarajan, Gouse Baig Mohammad, Sadda Bharath Reddy, Praveen Kumar Balachandran. — CRC Press, 2025. — 215 р. — ISBN: 978-1032663005. Big Data and Blockchain Technology for Secure IoT Applications presents a comprehensive exploration of the intersection between two transformative technologies: big data and blockchain, and their integration into securing Internet of...
Shitharth Selvarajan, Gouse Baig Mohammad, Sadda Bharath Reddy, Praveen Kumar Balachandran. — CRC Press, 2025. — 215 р. — ISBN: 978-1032663005. Big Data and Blockchain Technology for Secure IoT Applications presents a comprehensive exploration of the intersection between two transformative technologies: big data and blockchain, and their integration into securing Internet of...
Shitharth Selvarajan, Gouse Baig Mohammad, Sadda Bharath Reddy, Praveen Kumar Balachandran. — CRC Press, 2025. — 215 р. — ISBN: 978-1032662992. Big Data and Blockchain Technology for Secure IoT Applications presents a comprehensive exploration of the intersection between two transformative technologies: big data and blockchain, and their integration into securing Internet of...
London: World Scientific Publishing Europe Ltd., 2024. - 295 p. - ISBN 1800615043. In the age of the Internet of Things and social media platforms, huge amounts of digital data are generated by and collected from many sources, including sensors, mobile devices, wearable trackers and security cameras. These data, commonly referred to as big data , are challenging current...
Independently Published, 2024. — 163 p. In an era defined by the unprecedented proliferation of information, "The Art of Data Science: Transformative Techniques for Analyzing Big Data" is a guiding beacon through data analytics' vast and complex landscape. As we navigate a world inundated with an ever-expanding torrent of information, the ability to derive meaningful insights...
Springer, 2024. — 505 p. — ISBN 978-3-031-51916-1. Прикладной анализ текста This textbook covers the concepts, theories, and implementations of text mining and Natural Language Processing (NLP). It covers both the theory and the practical implementation, and every concept is explained with simple and easy-to-understand examples. It consists of three parts. In Part 1 which...