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.)

Modern French Grammar: A Practical Guide (Modern Grammars)
Modern French Grammar: A Practical Guide (Modern Grammars)
This book is designed to provide the essential elements of French grammar, for students in the final year of school and in the first and later years of higher education. Advanced learners will find much that is useful for extending their knowledge of French, and for revision. The book is organized in two major sections: a...
Designing Information: Human Factors and Common Sense in Information Design
Designing Information: Human Factors and Common Sense in Information Design

“The book itself is a diagram of clarification, containing hundreds of examples of work by those who favor the communication of information over style and academic postulation—and those who don’t. Many blurbs such as this are written without a thorough reading of the book. Not so in this case. I read it and love it. I...

Heart Failure: A Combined Medical and Surgical Approach
Heart Failure: A Combined Medical and Surgical Approach

Providing optimal care for heart failure patients is a complex challenge that requires cooperation and coordination across multiple disciplines. Now, you can apply the successful techniques pioneered at the Cleveland Clinic, which are carefully explored and explained in this text.

Drs. McCarthy and Young draw on their experience to...


Work Naked: Eight Essential Principles for Peak Performance in the Virtual Workplace
Work Naked: Eight Essential Principles for Peak Performance in the Virtual Workplace
"Enlightening, enjoyable, and extremely practical, Work Naked offers real clarity about what is wrong with the way most companies work, plus exact directions on how to fix each and every office foolishness. Do what Froggatt says and watch your employee productivity rise." --Scott Shuster, Business Week "High-tech tools (cell...
Chronic Pain (Pain Management)
Chronic Pain (Pain Management)

Providing a general approach to the understanding and management of all forms of chronic  pain, this book offers a clear and reader-friendly format that clarifies procedures in the diagnosis, assessment, and treatment of the most common chronic non-cancer pain entities.  Describing various types of intractable non-cancer pain,...

Digital Photo Projects For Dummies (Computer/Tech)
Digital Photo Projects For Dummies (Computer/Tech)
If you browse the shelves of your local bookstore, you can find many books about digital photography, including several by yours truly. As a smart consumer, you’re probably wondering what makes this book different from the rest and, more important, how those differences can benefit you.

Well, for one thing, most digital photography
...
©2021 LearnIT (support@pdfchm.net) - Privacy Policy