Название: Multimedia Data Processing and Computing
Автор: Suman Kumar Swarnkar, J P Patra, Tien Anh Tran, Bharat Bhushan
Издательство: CRC Press
Год: 2024
Страниц: 197
Язык: английский
Формат: pdf (true)
Размер: 28.8 MB
This book focuses on different applications of multimedia with supervised and unsupervised data engineering in the modern world. It includes AI-based soft computing and machine techniques in the field of medical diagnosis, biometrics, networking, manufacturing, Data Science, automation in electronics industries, and many more relevant fields. Multimedia Data Processing and Computing provides a complete introduction to Machine Learning (ML) concepts, as well as practical guidance on how to use Machine Learning tools and techniques in real-world data engineering situations. It is divided into three sections. In this book on multimedia data engineering and Machine Learning, the reader will learn how to prepare inputs, interpret outputs, appraise discoveries, and employ algorithmic strategies that are at the heart of successful data mining. The chapters focus on the use of various Machine Learning algorithms, neural net- work algorithms, evolutionary techniques, fuzzy logic techniques, and Deep Learning techniques through projects, so that the reader can easily understand not only the concept of different algorithms but also the real-world implementation of the algorithms using IoT devices. The authors bring together concepts, ideas, paradigms, tools, methodologies, and strategies that span both supervised and unsupervised engineering, with a particular emphasis on multimedia data engineering.
