Название: Intelligent Data Analysis for COVID-19 Pandemic (Algorithms for Intelligent Systems)
Автор: M. Niranjanamurthy, Siddhartha Bhattacharyya,Neeraj Kumar
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 377
Размер: 11,8 Mb
Язык: English

This book presents intelligent data analysis as a tool to fight against COVID-19 pandemic. The intelligent data analysis includes machine learning, natural language processing, and computer vision applications to teach computers to use big data-based models for pattern recognition, explanation, and prediction. These functions are discussed in detail in the book to recognize (diagnose), predict, and explain (treat) COVID-19 infections, and help manage socio-economic impacts. It also discusses primary warnings and alerts; tracking and prediction; data dashboards; diagnosis and prognosis; treatments and cures; and social control by the use of intelligent data analysis. It provides analysis reports, solutions using real-time data, and solution through web applications details.

Название: Data Analysis with SPSS for Survey-based Research
Автор: Mat Roni, Saiyidi, Djajadikerta, Hadrian
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 273
Размер: 20,3 Mb
Язык: English

This book is written for research students and early-career researchers to quickly and easily learn how to analyse data using SPSS. It follows commonly used logical steps in data analysis design for research. The book features SPSS screenshots to assist rapid acquisition of the techniques required to process their research data.
Rather than using a conventional writing style to discuss fundamentals of statistics, this book focuses directly on the technical aspects of using SPSS to analyse data. This approach allows researchers and research students to spend more time on interpretations and discussions of SPSS outputs, rather than on the mundane task of actually processing their data.

Название: Econometrics in Practice
Автор: Paul Turner
Издательство: Mercury Learning and Information
Год: 2021
Формат: True PDF
Страниц: 391
Размер: 16 Mb
Язык: English

This book covers the econometric methodsnecessary for a practicing applied economist or data analyst. This requiresboth an understanding of statistical theory and how it is used in actual applications. Chapters 1 to 9 present the material concerned with basic statistical theory. Chapters 10 to 13 introduce a number of topics which form the basis of more advanced option modules, such as time series methods in applied econometrics. To get the most out of these topics, companion files include Excel datasets and 4-color figures. It includes pull down menus to graph the data, calculate sample statistics and estimate regression equations.

Название: Automated Verification of Concurrent Search Structures
Автор: Siddharth Krishna, Nisarg Patel
Издательство: Morgan & Claypool
Год: 2021
Страниц: 190
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Search structures support the fundamental data storage primitives on key-value pairs: insert a pair, delete by key, search by key, and update the value associated with a key. Concurrent search structures are parallel algorithms to speed access to search structures on multicore and distributed servers. These sophisticated algorithms perform fine-grained synchronization between threads, making them notoriously difficult to design correctly. Indeed, bugs have been found both in actual implementations and in the designs proposed by experts in peer-reviewed publications. The rapid development and deployment of these concurrent algorithms has resulted in a rift between the algorithms that can be verified by the state-of-the-art techniques and those being developed and used today. The goal of this book is to show how to bridge this gap in order to bring the certified safety of formal verification to high-performance concurrent search structures.

Название: Monitoring with Prometheus
Автор: James Turnbull
Издательство: Turnbull Press
Год: June 12, 2018 (Version: v1.0.0)
Страниц: 394
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Learn how to implement metrics-centric monitoring with Prometheus. This introductory book teaches you how to use Prometheus to monitor hosts, applications, and services. We cover installation, basic monitoring, service discovery, alerting, log monitoring, scaling, and visualization. Includes introducing you to monitoring basics, methodologies and approaches. Learn how to monitor in a metric-centric world including building dynamic thresholds, basic anomaly detection and monitoring aggregation and federation. We cover monitoring Kubernetes, Docker containers, databases, and we look at instrumenting applications and integrating logging. We focus on the particular challenges of monitoring highly dynamic, transitory environments and new architectures like microservices. We focus on monitoring in the Cloud, including looking at service discovery and monitoring for Cloud platforms.

Название: SQL Server 2005 Analysis Services и MDX для профессионалов
Автор: Харинатх С., Куинн С.
Издательство: Диалектика, Вильямс
Год: 2008
ISBN: 978-5-8459-1316-6
Формат: pdf
Страниц: 822
Размер: 101 Mb
Язык: Русский

Эта книга предназначена для разработчиков и администраторов баз данных и хранилищ данных, заинтересованных в эффективном использовании средств бизнес-анализа в SQL Server 2005.

Название: Big Data Using Hadoop and Hive
Автор: Nitin Kumar
Издательство: Mercury Learning and Information
Год: 2021
Формат: True PDF
Страниц: 207
Размер: 10 Mb
Язык: English

This book is the basic guide for developers,architects, engineers, and anyone who wants to start leveraging the open-sourcesoftware Hadoop and Hive to build distributed, scalable concurrent big data applications. Hive will be used for reading, writing, and managing the large, data set files.
The book is a concise guide on getting started with an overall understanding onApache Hadoop and Hive and how they work together to speed up development with minimal effort. It will refer to simple concepts and examples, as they are likely to be the best teaching aids. It will explain the logic, code, and configurations needed to build a successful, distributed, concurrent application, as well as the reason behind those decisions.

Название: Microsoft Office Excel 2007: Просто о сложном
Автор: Корнеев В.Н., Куприянова А.В.
Издательство: НиТ
Год: 2008
Cтраниц: 162
Формат: pdf
Размер: 11 мб
Язык: русский

Данная книга представляет собой великолепное учебное пособие по Microsoft Office Excel 2007, позволяющее освоить все навыки и принципы работы, небходимые для уверенной работы в Excel 2007. Приведенных описаний будет вполне достаточно, чтобы уверенно чувствовать себя при работе с таблицами в данной программе.

Название: Exploring Microsoft Word 2019 Comprehensive
Автор: Mary Anne Poatsy, Lynn Hogan
Издательство: Pearson
Год: 2020
Страниц: 576
Язык: английский
Формат: epub
Размер: 39.5 MB

Now live! Summer 2020 Digital Update for digital content. Microsoft Office 365 updates are reflected in the eText and associated MyLab for this title. Instructors, to learn more, contact your Pearson representative. For courses covering introductory Microsoft Word. The Exploring Microsoft® Office 365 series moves students beyond rote tasks to a deeper comprehension of how, when, and why to apply Office skills. A market leader for over 20 years, the collection helps students achieve high-level learning outcomes by engaging them in the way they learn best – through hands-on practice. A dozen exercises in each chapter range from multiple-choice questions to open-ended projects. Revised to reflect Microsoft Office 365, the 2019 edition is Mac compatible and adds new critical thinking assignments to help students build fundamental 21st-century skills.

Название: Biomedical Measurement Systems and Data Science
Автор: Michael Insana
Издательство: Cambridge University Press
Год: 2021
Страниц: 405
Язык: английский
Формат: pdf (true)
Размер: 16.15 MB

Discover the fundamental principles of biomedical measurement design and performance evaluation with this hands-on guide. Whether you develop measurement instruments or use them in novel ways, this practical text will prepare you to be an effective generator and consumer of biomedical data. Designed for both classroom instruction and self-study, it explains how information is encoded into recorded data and can be extracted and displayed in an accessible manner. Describes and integrates experimental design, performance assessment, classification, and system modelling. Combines mathematical concepts with computational models, providing the tools needed to answer advanced biomedical questions. Includes MATLAB scripts throughout to help readers model all types of biomedical systems, and contains numerous homework problems, with a solutions manual available online. This is an essential text for advanced undergraduate and graduate students in bioengineering, electrical and computer engineering, computer science, medical physics, and anyone preparing for a career in biomedical sciences and engineering.