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Data Analytics for Pandemics, Shinde, Gitanjali Rahul


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Автор: Shinde, Gitanjali Rahul
Название:  Data Analytics for Pandemics
ISBN: 9780367564957
Издательство: Taylor&Francis
Классификация:









ISBN-10: 0367564955
Обложка/Формат: Paperback
Страницы: 68
Вес: 0.12 кг.
Дата издания: 04.10.2024
Серия: Intelligent Signal Processing and Data Analysis
Иллюстрации: 1 tables, black and white; 9 illustrations, black and white
Размер: 216 x 138
Основная тема: Epidemiology
Подзаголовок: A COVID-19 Case Study
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание: Epidemic trend analysis, timeline progression, prediction, and recommendation are critical for initiating effective public health control strategies, and AI and data analytics play an important role in epidemiology, diagnostic, and clinical fronts. The focus of this book is data analytics for COVID-19, which includes an overview of COVID-19 in terms of epidemic/pandemic, data processing and knowledge extraction. Data sources, storage and platforms are discussed along with discussions on data models, their performance, different big data techniques, tools and technologies. This book also addresses the challenges in applying analytics to pandemic scenarios, case studies and control strategies. Aimed at Data Analysts, Epidemiologists and associated researchers, this book:discusses challenges of AI model for big data analytics in pandemic scenarios;explains how different big data analytics techniques can be implemented;provides a set of recommendations to minimize infection rate of COVID-19;summarizes various techniques of data processing and knowledge extraction;enables users to understand big data analytics techniques required for prediction purposes.
Дополнительное описание: 1. COVID-19 Outbreak. 2. Data processing and knowledge Extraction. 3. Big Data Analytics for COVID-19. 4. Mitigation Strategiesand Recommendations.


Quantitative Trading

Автор: Guo, Xin , Lai, Tze Leung , Shek, Howard , Wong
Название: Quantitative Trading
ISBN: 0367871815 ISBN-13(EAN): 9780367871819
Издательство: Taylor&Francis
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Цена: 63280.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The first part of this book discusses institutions and mechanisms of algorithmic trading, market microstructure, high-frequency data and stylized facts, time and event aggregation, order book dynamics, trading strategies and algorithms, transaction costs, market impact and execution strategies, risk analysis, and management. The second part cove

Big data analytics and intelligent systems for cyber threat intelligence

Название: Big data analytics and intelligent systems for cyber threat intelligence
ISBN: 8770227780 ISBN-13(EAN): 9788770227780
Издательство: Taylor&Francis
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Цена: 107190.00 T
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Understanding data analytics and predictive modelling in the oil and gas industry

Автор: Kingshuk Srivastava, Thipendra P Singh, Manas Ranjan Pradhan, Vinit Kumar Gunjan
Название: Understanding data analytics and predictive modelling in the oil and gas industry
ISBN: 1032413875 ISBN-13(EAN): 9781032413877
Издательство: Taylor&Francis
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Цена: 102080.00 T
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Описание: This book covers aspects of data science and predictive analytics used in the oil and gas industry by looking into the challenges of data processing and data modelling unique to this industry. It includes upstream management, intelligent/digital wells, value chain integration, crude basket forecasting, and so forth. It further discusses theoretical, methodological, well-established, and validated empirical work dealing with various related topics. Special focus has been given to experimental topics with various case studies.Features:Provides an understanding of the basics of IT technologies applied in the oil and gas sectorIncludes deep comparison between different artificial intelligence techniquesAnalyzes different simulators in the oil and gas sector as well as discussion of AI applicationsFocuses on in-depth experimental and applied topicsDetails different case studies for upstream and downstreamThis book is aimed at professionals and graduate students in petroleum engineering, upstream industry, data analytics, and digital transformation process in oil and gas.

Developing the intuitive executive

Автор: Jay Liebowitz
Название: Developing the intuitive executive
ISBN: 103249820X ISBN-13(EAN): 9781032498201
Издательство: Taylor&Francis
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Цена: 48990.00 T
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The Pragmatic Programmer for Machine Learning

Автор: Scutari, Marco
Название: The Pragmatic Programmer for Machine Learning
ISBN: 0367263505 ISBN-13(EAN): 9780367263508
Издательство: Taylor&Francis
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Цена: 76550.00 T
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Описание: Gives a holistic approach to machine learning and data science applications, from design to deployment and quality assurance, as an overarching cyclical process; Bridges machine learning and software engineering to build a shared set of best practices useful to both academia and the industry; Discusses deployment options for different types of models and data to help practitioners reason and make informed choices. Emphasizes the role of coding standards and software architecture alongside statistical rigor to implement reproducible and scalable machine learning modelsKey Features: A complete guide to software engineering for machine learning and data science applications, from choosing the right hardware to analysing algorithms and designing scalable architectures. Surveys the state of the art of the software and frameworks used to build and run machine learning applications, comparing and contrasting their trade-offs.

Comes with a complete case study in natural language understanding which illustrates the principles and the tools covered in the book. Code available from GitHub. Provides a multi-disciplinary view of how traditional software learning practices can be integrated with the workflows of domain experts and the unique characteristics of software in which data play a central role.


Emerging technologies for combatting pandemics :

Автор: M. Rubaiyat Hossain Mondal et al.
Название: Emerging technologies for combatting pandemics :
ISBN: 1032328282 ISBN-13(EAN): 9781032328287
Издательство: Taylor&Francis
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Цена: 117390.00 T
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Описание: This book focuses on both the design and implementation of AI-based approaches for systems that aid in monitoring and combating pandemics such as occurred with COVID-19. These systems are based on the Internet of Medical Things (IoMT), using sensor networks and other advanced technologies. The book examines different aspects of AI and IoMT.

Big data analytics in smart manufacturing

Автор: P Suresh et al.
Название: Big data analytics in smart manufacturing
ISBN: 1032065516 ISBN-13(EAN): 9781032065519
Издательство: Taylor&Francis
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Цена: 96970.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The ultra-secure and immutable ledgers, strong, consensus mechanisms, decentralization, and self-sovereign identity of AI and IoT technologies have tremendous potential to rebalance and improve machine learning algorithms. This book discusses the possibility of using AI, IoT and machine learning for the enhancement of healthcare systems.

Intelligent Data Analytics, IoT, and Blockchain

Автор: Alam, Bashir
Название: Intelligent Data Analytics, IoT, and Blockchain
ISBN: 1032442786 ISBN-13(EAN): 9781032442785
Издательство: Taylor&Francis
Рейтинг:
Цена: 153120.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.

Big Data Analytics

Автор: Matter, Ulrich
Название: Big Data Analytics
ISBN: 1032457554 ISBN-13(EAN): 9781032457550
Издательство: Taylor&Francis
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Цена: 137810.00 T
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Cult of Analytics

Автор: Jackson Steve
Название: Cult of Analytics
ISBN: 1138837997 ISBN-13(EAN): 9781138837997
Издательство: Taylor&Francis
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Цена: 51030.00 T
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Описание: This new edition of Cult of Analytics has been thoroughly updated, now including the latest developments in Google analytics and how get the best from it as a tool, as well as Facebook analytics and Twitter insights. It`s also been expanded to include exercises, new cases, references and bibliography for students and tutors using the book as a text.

Data-Driven Decision Making in Entrepreneurship: Tools for Maximizing Human Capital

Автор: Blackmith, Nikki ; E McCusker, Maureen
Название: Data-Driven Decision Making in Entrepreneurship: Tools for Maximizing Human Capital
ISBN: 1032052775 ISBN-13(EAN): 9781032052779
Издательство: Taylor&Francis
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Цена: 158230.00 T
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Introduction to NFL Analytics with R

Автор: Congelio, Bradley J
Название: Introduction to NFL Analytics with R
ISBN: 1032427957 ISBN-13(EAN): 9781032427959
Издательство: Taylor&Francis
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Цена: 153120.00 T
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