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  • Essentials of Big Data Analytics

    Applications in R and Python

    Essentials of Big Data Analytics: Applications in R and Python is a comprehensive guide that demystifies the complex world of big data analytics, blending theoretical concepts with hands-on practices using the Python and R programming languages and MapReduce framework. This book bridges the gap between theory and practical implementation, providing clear and practical understanding of the key ... Read more

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  • Decision Systems

    Integrating Machine Learning, Fuzzy Logic, and Artificial Neural Networks

    Decision-making is a fundamental process that influences outcomes across a wide range of domains, including business, healthcare, scientific research, and automation. With the increasing availability of data and the growing computational power of modern systems, decision-making models have become more sophisticated and capable of providing highly accurate and efficient solutions. The ability to ... Read more

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  • Automata Theory and Formal Languages

    Automata Theory and Formal Languages presents the difficult concepts of automata theory in a straightforward manner, including discussions on diverse concepts and tools that play major roles in developing computing machines, algorithms and code. Automata theory includes numerous concepts such as finite automata, regular grammar, formal languages, context free and context sensitive grammar, push ... Read more

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  • Cognition-based Smart Computing

    Foundations, Frameworks, and Applications

    The book guides the smart computing community toward future directions in cognitive research and demonstrates how these advances can be applied to next-generation smart systems. It further identifies applications that demonstrate innovative ways of utilizing cognition-based smart computing for solving various real-world problems.• Presents cognitive modeling in machine consciousness and human ... Read more

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  • Data Science

    Techniques and Intelligent Applications

    This book covers the topic of data science in a comprehensive manner and synthesizes both fundamental and advanced topics of a research area that has now reached its maturity. The book starts with the basic concepts of data science. It highlights the types of data and their use and importance, followed by a discussion on a wide range of applications of data science and widely used techniques in ... Read more

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  • Intelligent Solutions for Cognitive Disorders

    Cognitive disorders are a growing concern, affecting individuals across the age spectrum and society. These disorders can profoundly disrupt daily life, and their timely diagnosis is crucial for effective intervention and care. As the prevalence of cognitive disorders continues to rise, the need for precise and early diagnosis has never been more pressing. Intelligent Solutions for Cognitive ... Read more

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  • Design of Intelligent Applications using Machine Learning and Deep Learning Techniques

    Machine learning (ML) and deep learning (DL) algorithms are invaluable resources for Industry 4.0 and allied areas and are considered as the future of computing. A subfield called neural networks, to recognize and understand patterns in data, helps a machine carry out tasks in a manner similar to humans. The intelligent models developed using ML and DL are effectively designed and are fully ... Read more

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  • Predictive Analytics with SAS and R

    Core Concepts, Tools, and Implementation

    Series series Professional and Applied Computing (R0)
    Gain practical knowledge of application implementation using various programming approaches in predictive analytics. This book serves as a comprehensive guide for both beginners and professionals in the field of predictive analytics, offering core principles and practical insights without requiring an extensive mathematics or statistics background.The book starts with an introduction to analytics ... Read more

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  • GPU-Accelerated Deep Learning

    Essential GPU Ideas, Deep Learning Frameworks, and Optimization Approaches

    Series series Professional and Applied Computing (R0)
    Explore the convergence of deep learning and GPU technology. This book is a complete guide for those wishing to use GPUs to accelerate AI workflows.The book is meant to make complex concepts understandable, with step-by-step instructions on how to set up and use GPUs in deep learning applications. Starting with an introduction to the fundamentals, you'll dive into progressive topics like ... Read more

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  • Blockchain Essentials

    Core Concepts and Implementations

    Series series Professional and Applied Computing (R0)
    This book will teach you the core concepts of blockchain technology in a concise manner through straightforward, concrete examples using a range of programming languages, including Python and Solidity. The 50 programs presented in this book are all you need to gain a firm understanding of blockchain and how to implement it.The book begins with an introduction to the fundamentals of blockchain ... Read more

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  • Building Information Modeling

    Global & Indian Perspective

    “I have seen the future, and it’s BIM-shaped” United BIMIt all started in 1974 when a group at Carnegie-Mellon University’s Institute of Physical Planning, led by Charles Eastman, published a research paper detailing the flaws of architectural paper drawings.The traditional architectural design relied heavily on two-dimensional technical drawings (plans, elevations, sections, etc.). Building ... Read more

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    An accessible and fascinating exploration of how Alan Turing’s mathematical theory gave rise to modern computer science and applications—from the desktops to cell phonesIn 1936, when he was just 24 years old, Alan Turing wrote a remarkable paper in which he outlined the theory of computation, laying out the ideas that underlie all modern computers. This groundbreaking and powerful theory now forms ... Read more

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