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Автор: Randhir Kumar, Prabhat Kumar, Sobin C.C., N.P. Subheesh
Издательство: CRC Press
Год: 2025
Страниц: 278
Язык: английский
Формат: epub (true)
Размер: 11.2 MB
In today’s rapidly evolving digital landscape, blockchain and Artificial Intelligence (AI) are at the forefront of transforming various industries, and education is no exception. The convergence of these two revolutionary technologies promises to reshape the modern education system by enhancing data security, promoting personalized learning, and creating decentralized frameworks for record-keeping and credentialing. This book delves into how blockchain and AI can drive a more inclusive, efficient, and secure educational ecosystem, where student-centered approaches and data integrity are paramount. This book is organized into several sections, each exploring the distinct roles of blockchain and AI within education. It begins with an introduction to the fundamental principles of these technologies and an overview of their individual strengths. Deep Learning is a specialized area within Machine Learning that specifically concentrates on training neural networks with numerous layers, sometimes known as deep architectures. The term “deep” in Deep Learning does not imply a higher level of comprehension obtained by the approach. Instead, it signifies the concept of multiple layers of representations. Its models contain numerous hidden layers stacked between the input and output. Each layer transforms the data, extracting increasingly abstract features through intricate non-linear operations. This layered architecture empowers Deep Learning to uncover complex relationships within data, especially when dealing with large datasets and intricate patterns.