Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Deep Learning: Convergence to Big Data Analytics (SpringerBriefs in Computer Science)

Buy

This book presents deep learning techniques, concepts, and algorithms to classify and analyze big data. Further, it offers an introductory level understanding of the new programming languages and tools used to analyze big data in real-time, such as Hadoop, SPARK, and GRAPHX. Big data analytics using traditional techniques face various challenges, such as fast, accurate and efficient processing of big data in real-time. In addition, the Internet of Things is progressively increasing in various fields, like smart cities, smart homes, and e-health. As the enormous number of connected devices generate huge amounts of data every day, we need sophisticated algorithms to deal, organize, and classify this data in less processing time and space. Similarly, existing techniques and algorithms for deep learning in big data field have several advantages thanks to the two main branches of the deep learning, i.e. convolution and deep belief networks. This book offers insights into these techniques and applications based on these two types of deep learning.

Further, it helps students, researchers, and newcomers understand big data analytics based on deep learning approaches. It also discusses various machine learning techniques in concatenation with the deep learning paradigm to support high-end data processing, data classifications, and real-time data processing issues.

The classification and presentation are kept quite simple to help the readers and students grasp the basics concepts of various deep learning paradigms and frameworks. It mainly focuses on theory rather than the mathematical background of the deep learning concepts. The book consists of 5 chapters, beginning with an introductory explanation of big data and deep learning techniques, followed by integration of big data and deep learning techniques and lastly the future directions.

(HTML tags aren't allowed.)

Introduction to Python for Science and Engineering (Series in Computational Physics)
Introduction to Python for Science and Engineering (Series in Computational Physics)

Series in Computational Physics
Steven A. Gottlieb and Rubin H. Landau, Series Editors

Introduction to Python for Science and Engineering

This guide offers a quick and incisive introduction to Python programming for anyone. The author has carefully developed a concise...

Animal Visions: Posthumanist Dream Writing (Palgrave Studies in Animals and Literature)
Animal Visions: Posthumanist Dream Writing (Palgrave Studies in Animals and Literature)
Animal Visions considers how literature responds to the harms of anthropocentricism, working with Emily Brontë’s Wuthering Heights (1847) and various adaptations of this canonistic novel to show how posthumanist dream writing unsettles the privileging of the human species over other species. Two feminist...
Empire and the Five Kings
Empire and the Five Kings

One of the West’s leading intellectuals offers a provocative look at America’s withdrawal from world leadership and the rising powers who seek to fill the vacuum left behind.

The United States was once the hope of the world, a beacon of freedom and the defender of liberal democracy. Nations and
...


Smart Computational Strategies: Theoretical and Practical Aspects
Smart Computational Strategies: Theoretical and Practical Aspects
This book covers new developments and advances in the field of Computational Strategies for next-generation computing. The contributing authors share diverse perspectives on and extensive discussions of issues concerning the theory, applications, and future prospects. Addressing computing methodologies, hardware information systems...
The Wiley Handbook of Action Research in Education (Wiley Handbooks in Education)
The Wiley Handbook of Action Research in Education (Wiley Handbooks in Education)

Comprehensive overview of the theoretical, conceptual, and applied/practical presentations of action research as it is found and conducted solely in educational settings

The Wiley Handbook of Action Research in Education is the first book to offer theoretical, conceptual, and applied/practical presentations...

Globalization: A Basic Text
Globalization: A Basic Text

Updated to reflect recent global developments, the second edition of Globalization: A Basic Text presents an up-to-date introduction to major trends and topics relating to globalization studies.

  • Features updates and revisions in its accessible introduction to key theories and major topics in...
©2020 LearnIT (support@pdfchm.net) - Privacy Policy