Data Engineering For Smart Systems

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Data Engineering For Smart Systems

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Author : Priyadarsi Nanda
language : en
Publisher: Springer Nature
Release Date : 2021-11-13

Data Engineering For Smart Systems written by Priyadarsi Nanda and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-13 with Computers categories.

This book features original papers from the 3rd International Conference on Smart IoT Systems: Innovations and Computing (SSIC 2021), organized by Manipal University, Jaipur, India, during January 22–23, 2021. It discusses scientific works related to data engineering in the context of computational collective intelligence consisted of interaction between smart devices for smart environments and interactions. Thanks to the high-quality content and the broad range of topics covered, the book appeals to researchers pursuing advanced studies.

Pervasive Computing

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Author : Natalia Silvis-Cividjian
language : en
Publisher: Springer
Release Date : 2017-02-15

Pervasive Computing written by Natalia Silvis-Cividjian and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-15 with Computers categories.

This book provides a concise introduction to Pervasive Computing, otherwise known as Internet of Things (IoT) and Ubiquitous Computing (Ubicomp) which addresses the seamless integration of computing systems within everyday objects. By introducing the core topics and exploring assistive pervasive systems which infer their context through pattern recognition, the author provides readers with a gentle yet robust foundation of knowledge to this growing field of research. The author explores a range of topics including data acquisition, signal processing, control theory, machine learning and system engineering explaining, with the use of simple mathematical concepts, the core principles underlying pervasive computing systems. Real-life examples are applied throughout, including self-driving cars, automatic insulin pumps, smart homes, and social robotic companions, with each chapter accompanied by a set of exercises for the reader. Practical tutorials are also available to guide enthusiastic readers through the process of building a smart system using cameras, microphones and robotic kits. Due to the power of MATLABTM, this can be achieved with no previous programming or robotics experience. Although Pervasive Computing is primarily for undergraduate students, the book is accessible to a wider audience of researchers and designers who are interested in exploring pervasive computing further.

Building Intelligent Systems

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Author : Geoff Hulten
language : en
Publisher: Apress
Release Date : 2018-03-06

Building Intelligent Systems written by Geoff Hulten and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-06 with Computers categories.

Produce a fully functioning Intelligent System that leverages machine learning and data from user interactions to improve over time and achieve success. This book teaches you how to build an Intelligent System from end to end and leverage machine learning in practice. You will understand how to apply your existing skills in software engineering, data science, machine learning, management, and program management to produce working systems. Building Intelligent Systems is based on more than a decade of experience building Internet-scale Intelligent Systems that have hundreds of millions of user interactions per day in some of the largest and most important software systems in the world. What You’ll Learn Understand the concept of an Intelligent System: What it is good for, when you need one, and how to set it up for success Design an intelligent user experience: Produce data to help make the Intelligent System better over time Implement an Intelligent System: Execute, manage, and measure Intelligent Systems in practice Create intelligence: Use different approaches, including machine learning Orchestrate an Intelligent System: Bring the parts together throughout its life cycle and achieve the impact you want Who This Book Is For Software engineers, machine learning practitioners, and technical managers who want to build effective intelligent systems

Smart Systems And Iot Innovations In Computing

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Author : Arun K. Somani
language : en
Publisher: Springer
Release Date : 2020-10-27

Smart Systems And Iot Innovations In Computing written by Arun K. Somani and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-27 with Technology & Engineering categories.

The book features original papers from the 2nd International Conference on Smart IoT Systems: Innovations and Computing (SSIC 2019), presenting scientific work related to smart solution concepts. It discusses computational collective intelligence, which includes interactions between smart devices, smart environments and smart interactions, as well as information technology support for such areas. It also describes how to successfully approach various government organizations for funding for business and the humanitarian technology development projects. Thanks to the high-quality content and the broad range of the topics covered, the book appeals to researchers pursuing advanced studies.

The Art Of Data Engineering Building Ai Driven Pipelines And Intelligent Systems

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Author : Muneer Ahmed Salamkar
language : en
Publisher: Libertatem Media Private Limited
Release Date : 2024-02-28

The Art Of Data Engineering Building Ai Driven Pipelines And Intelligent Systems written by Muneer Ahmed Salamkar and has been published by Libertatem Media Private Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-28 with Computers categories.

In the age of AI, the backbone of intelligent systems lies in the seamless flow of high-quality data. The Art of Data Engineering: Building AI-Driven Pipelines and Intelligent Systems is an essential guide for data engineers, AI practitioners, and technology leaders seeking to design scalable, efficient, and intelligent data ecosystems. This book explores the critical role of data engineering in AI success, offering a comprehensive framework for building robust data pipelines that power machine learning models and real-time decision-making systems. From foundational concepts to advanced techniques, readers will learn how to design modular pipelines, leverage real-time analytics, and optimize data storage solutions using cutting-edge tools like Apache Kafka, Spark, and Databricks. With practical case studies across industries such as finance, healthcare, and e-commerce, the book demonstrates how intelligent data systems transform raw data into actionable insights. Key topics include data transformation, feature engineering, cloud-based architectures, and ethical considerations in AI. Whether you're architecting real-time fraud detection systems or developing recommendation engines, The Art of Data Engineering equips professionals with the skills to design resilient pipelines that drive innovation. This book is your definitive roadmap to mastering the intersection of data engineering and AI, empowering you to build the next generation of intelligent systems.

Nanotechnology

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Author : Shilpi Birla
language : en
Publisher:
Release Date : 2022

Nanotechnology written by Shilpi Birla and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with Technology & Engineering categories.

This reference text introduces advances in the field of nanotechnology and its applications in diverse areas in a single volume. It will serve as a useful text for senior undergraduate, graduate students and professionals in the fields of electrical engineering, electronics engineering, nanoscience and nanotechnology.

Handbook Of Data Science Approaches For Biomedical Engineering

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Author : Valentina Emilia Balas
language : en
Publisher: Academic Press
Release Date : 2019-11-13

Handbook Of Data Science Approaches For Biomedical Engineering written by Valentina Emilia Balas and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-13 with Science categories.

Handbook of Data Science Approaches for Biomedical Engineering covers the research issues and concepts of biomedical engineering progress and the ways they are aligning with the latest technologies in IoT and big data. In addition, the book includes various real-time/offline medical applications that directly or indirectly rely on medical and information technology. Case studies in the field of medical science, i.e., biomedical engineering, computer science, information security, and interdisciplinary tools, along with modern tools and the technologies used are also included to enhance understanding. Today, the role of Big Data and IoT proves that ninety percent of data currently available has been generated in the last couple of years, with rapid increases happening every day. The reason for this growth is increasing in communication through electronic devices, sensors, web logs, global positioning system (GPS) data, mobile data, IoT, etc. - Provides in-depth information about Biomedical Engineering with Big Data and Internet of Things - Includes technical approaches for solving real-time healthcare problems and practical solutions through case studies in Big Data and Internet of Things - Discusses big data applications for healthcare management, such as predictive analytics and forecasting, big data integration for medical data, algorithms and techniques to speed up the analysis of big medical data, and more

Trends In Data Engineering Methods For Intelligent Systems

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Author : Jude Hemanth
language : en
Publisher: Springer Nature
Release Date : 2021-07-05

Trends In Data Engineering Methods For Intelligent Systems written by Jude Hemanth and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-05 with Computers categories.

This book briefly covers internationally contributed chapters with artificial intelligence and applied mathematics-oriented background-details. Nowadays, the world is under attack of intelligent systems covering all fields to make them practical and meaningful for humans. In this sense, this edited book provides the most recent research on use of engineering capabilities for developing intelligent systems. The chapters are a collection from the works presented at the 2nd International Conference on Artificial Intelligence and Applied Mathematics in Engineering held within 09-10-11 October 2020 at the Antalya, Manavgat (Turkey). The target audience of the book covers scientists, experts, M.Sc. and Ph.D. students, post-docs, and anyone interested in intelligent systems and their usage in different problem domains. The book is suitable to be used as a reference work in the courses associated with artificial intelligence and applied mathematics.

Applied Machine Learning For Smart Data Analysis

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Author : Nilanjan Dey
language : en
Publisher: CRC Press
Release Date : 2019-05-20

Applied Machine Learning For Smart Data Analysis written by Nilanjan Dey and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-20 with Computers categories.

The book focuses on how machine learning and the Internet of Things (IoT) has empowered the advancement of information driven arrangements including key concepts and advancements. Ontologies that are used in heterogeneous IoT environments have been discussed including interpretation, context awareness, analyzing various data sources, machine learning algorithms and intelligent services and applications. Further, it includes unsupervised and semi-supervised machine learning techniques with study of semantic analysis and thorough analysis of reviews. Divided into sections such as machine learning, security, IoT and data mining, the concepts are explained with practical implementation including results. Key Features Follows an algorithmic approach for data analysis in machine learning Introduces machine learning methods in applications Address the emerging issues in computing such as deep learning, machine learning, Internet of Things and data analytics Focuses on machine learning techniques namely unsupervised and semi-supervised for unseen and seen data sets Case studies are covered relating to human health, transportation and Internet applications

Smart Systems Engineering And Managing Information For Future Success

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Author : Shubham Mahajan
language : en
Publisher: Springer Nature
Release Date : 2025-02-24

Smart Systems Engineering And Managing Information For Future Success written by Shubham Mahajan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-24 with Computers categories.

In an era where technology is rapidly advancing, Smart Systems: Engineering and Managing Information for Future Success offers a comprehensive exploration of cutting-edge technologies that are reshaping industries and societies. This book delves into the integration of Artificial Intelligence (AI), Internet of Things (IoT), cloud computing, and advanced data analytics to create smarter systems that drive innovation and efficiency across various sectors.