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Big Data Analytics and Computational Intelligence for Cybersecurity

Автор: Limpopo5 от 2022-09-02, 16:16:39
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Big Data Analytics and Computational Intelligence for CybersecurityНазвание: Big Data Analytics and Computational Intelligence for Cybersecurity
Автор: Mariya Ouaissa, Zakaria Boulouard
Издательство: Springer
Год: 2022
Страниц: 336
Язык: английский
Формат: pdf (true), epub
Размер: 35.5 MB

This book presents a collection of state-of-the-art Artificial Intelligence (AI) and Big Data analytics approaches to cybersecurity intelligence. It illustrates the latest trends in AI/ML-based strategic defense mechanisms against malware, vulnerabilities, cyber threats, as well as proactive countermeasures. It also introduces other trending technologies, such as blockchain, SDN, and IoT, and discusses their possible impact on improving security. The book discusses the convergence of AI/ML and big data in cybersecurity by providing an overview of theoretical, practical, and simulation concepts of computational intelligence and big data analytics used in different approaches of security. It also displays solutions that will help analyze complex patterns in user data and ultimately improve productivity.

Big Data Intelligence for Smart Applications

Автор: Limpopo5 от 2022-01-22, 00:03:20
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Big Data Intelligence for Smart ApplicationsНазвание: Big Data Intelligence for Smart Applications
Автор: Youssef Baddi, Youssef Gahi, Yassine Maleh
Издательство: Springer
Год: 2022
Страниц: 343
Язык: английский
Формат: pdf (true), epub
Размер: 38.9 MB

Today, the use of Machine Intelligence, expert systems, and analytical technologies combined with Big Data is the natural evolution of both disciplines. As a result, there is a pressing need for new and innovative algorithms to help us find effective and practical solutions for smart applications such as smart cities, IoT, healthcare, and cybersecurity. This book presents the latest advances in Big Data intelligence for smart applications. It explores several problems and their solutions regarding computational intelligence and big data for smart applications. It also discusses new models, practical solutions,and technological advances related to developing and transforming cities through Machine Intelligence and Big Data models and techniques. This book is helpful for students and researchers as well as practitioners. It is worth noting that technologies such as Artificial intelligence and Big Data are evolving even faster. They are rapidly growing by holding great promise for many sectors. The real revolutionary potential of these technologies mainly relies on their convergence. Big Data and Artificial Intelligence are two technologies that are inextricably linked, to the point that we can think about Big Data Intelligence. AI has become ubiquitous in many industries where intelligent programs relying on big data transform decision-making.

HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision

Автор: Limpopo5 от 2022-01-08, 05:56:13
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HPC, Big Data, and AI Convergence Towards Exascale: Challenge and VisionНазвание: HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision
Автор: Olivier Terzo, Jan Martinovic
Издательство: CRC Press
Год: 2022
Страниц: 323
Язык: английский
Формат: pdf (true)
Размер: 31.2 MB

HPC, Big Data, AI Convergence Towards Exascale provides an updated vision on the most advanced computing, storage, and interconnection technologies, that are at basis of convergence among the High-Performance Computing (HPC), Cloud, Big Data, and Artificial Intelligence (AI) domains. All the chapters in this book pave the road to new generation of technologies, support their development and, in addition, verify them on real-world problems. The readers will find this book useful because it provides an overview of currently available technologies that fit with the concept of unified Cloud-HPC-Big Data-AI applications and presents examples of their actual use in scientific and industrial applications.

Practical business statistics

Автор: Limpopo5 от 2021-06-14, 19:51:50
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Practical business statisticsНазвание: Practical business statistics
Автор: Maria Catherine Borres
Издательство: Society Publishing
Год: 2020
Страниц: 220
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Practical business statistics explains the subject of statistics and the role it plays in the businesses and also talks about the process of data mining and Big Data in this field. The book discusses the various aspects related to data structure and explains the distribution of data on a histogram to the readers. The book further throws light on the concept of variability and data and the use of probability in the businesses. Also discussed in the book is the concept on uncertainty of numbers in the businesses, giving an overview of the random variables, the concept of confidence interval, the explanation of hypothesis testing and regression analysis and the role of report writing in the proper communication of the results so that the readers get a full insight on the various aspects of statistics in businesses.

The DataOps Revolution: Delivering the Data-Driven Enterprise

Автор: Limpopo5 от 2021-06-05, 11:38:51
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The DataOps Revolution: Delivering the Data-Driven EnterpriseНазвание: The DataOps Revolution: Delivering the Data-Driven Enterprise
Автор: Simon Trewin
Издательство: Auerbach Publications, CRC Press
Год: 2022
Страниц: 194
Язык: английский
Формат: pdf (true)
Размер: 18.7 MB

DataOps is a new way of delivering data and analytics that is proven to get results. It enables IT and users to collaborate in the delivery of solutions that help organisations to embrace a data-driven culture. The DataOps Revolution: Delivering the Data-Driven Enterprise is a narrative about real world issues involved in using DataOps to make data-driven decisions in modern organisations. The book is built around real delivery examples based on the author’s own experience and lays out principles and a methodology for business success using DataOps. Presenting practical design patterns and DataOps approaches, the book shows how DataOps projects are run and presents the benefits of using DataOps to implement data solutions.

Mathematics of Big Data: Spreadsheets, Databases, Matrices, and Graphs

Автор: Limpopo5 от 2021-06-02, 12:49:29
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Mathematics of Big Data: Spreadsheets, Databases, Matrices, and GraphsНазвание: Mathematics of Big data: Spreadsheets, Databases, Matrices, and Graphs
Автор: Jeremy Kepner, Hayden Jananthan
Издательство: The MIT Press
Год: 2018
Страниц: 490
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

The first book to present the common mathematical foundations of big data analysis across a range of applications and technologies. Today, the volume, velocity, and variety of data are increasing rapidly across a range of fields, including Internet search, healthcare, finance, social media, wireless devices, and cybersecurity. Indeed, these data are growing at a rate beyond our capacity to analyze them. The tools―including spreadsheets, databases, matrices, and graphs―developed to address this challenge all reflect the need to store and operate on data as whole sets rather than as individual elements. This book presents the common mathematical foundations of these data sets that apply across many applications and technologies.

Big Data and Artificial Intelligence for Healthcare Applications (Big Data for Industry 4.0)

Автор: Limpopo5 от 2021-06-02, 11:00:59
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Big Data and Artificial Intelligence for Healthcare Applications (Big Data for Industry 4.0)Название: Big Data and Artificial Intelligence for Healthcare Applications
Автор: Ankur Saxena, Nicolas Brault
Издательство: CRC Press
Год: 2021
Страниц: 287
Язык: английский
Формат: pdf (true)
Размер: 32.6 MB

This book covers a wide range of topics on the role of Artificial Intelligence, Machine Learning, and Big Data for healthcare applications and deals with the ethical issues and concerns associated with it. This book explores the applications in different areas of healthcare and highlights the current research.

Hacking AI: Big and Complete Guide to Hacking, Security, AI and Big Data

Автор: Limpopo5 от 2021-05-28, 14:35:38
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Hacking AI: Big and Complete Guide to Hacking, Security, AI and Big DataНазвание: Hacking AI: Big and Complete Guide to Hacking, Security, AI and Big Data
Автор: Hans Weber
Издательство: Independently published
Год: 2021
Страниц: 258
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

Ever found yourself being fascinated by the idea of being able to hack into any system? While modern culture has pushed hacking to a screen-based villainous role that can do miracles, there is much more to hacking that remains untold. Hardly anyone feels it necessary to mention how hacking can be an illustrious career option. Similarly, the ease with which cyberattacks can be diverted often remains untold. Luckily for you, we're here to tell you all about it in a quick and simple guide that should let you enter the mind of a hacker. Never let yourself be at risk again!

Big Data Analytics: Harnessing Data for New Business Models

Автор: Limpopo5 от 2021-04-11, 15:03:59
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Big Data Analytics: Harnessing Data for New Business ModelsНазвание: Big Data Analytics: Harnessing Data for New Business Models
Автор: Soraya Sedkaoui, Mounia Khelfaoui
Издательство: Apple Academic Press/CRC Press
Год: 2022
Страниц: 326
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This volume explores the diverse applications of advanced tools and technologies of the emerging field of Big Data and their evidential value in business. It examines the role of analytics tools and methods of using Big Data in strengthening businesses to meet today’s information challenges and shows how businesses can adapt Big Data for effective businesses practices.

Потоковая обработка данных с Apache Flink

Автор: Limpopo5 от 2020-11-15, 15:38:17
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Потоковая обработка данных с Apache FlinkНазвание: Потоковая обработка данных с Apache Flink
Автор: Фабиан Уэске, Василики Калаври
Издательство: ДМК Пресс
Год: 2021
Страниц: 299
Язык: русский
Формат: pdf
Размер: 10.9 MB

С помощью этой книги Вы сможете начать работу с Apache Flink, фреймворком с открытым исходным кодом, на котором основаны многие крупнейшие в мире системы для обработки потоковых данных. Из книги Вы получите фундаментальные понятия о параллельной потоковой обработке и узнаете, чем эта технология отличается от традиционной пакетной обработки данных. Авторы книги, которые заняты в проекте Apache Flink с первых дней, покажут вам, как создавать масштабируемые потоковые приложения с помощью API Flink DataStream, а также непрерывно выполнять и поддерживать эти приложения в операционных средах.

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