Название: Data for All (Final Release)
Автор: John K. Thompson
Издательство: Manning Publications
Год: 2023
Страниц: 192
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Do you know what happens to your personal data when you are browsing, buying, or using apps? Discover how your data is harvested and exploited, and what you can do to access, delete, and monetize it. Data for All empowers everyone—from tech experts to the general public—to control how third parties use personal data. The data you generate every day is the lifeblood of many large companies—and they make billions of dollars using it. In Data for All, bestselling author John K. Thompson outlines how this one-sided data economy is about to undergo a dramatic change. Thompson pulls back the curtain to reveal the true nature of data ownership, and how you can turn your data from a revenue stream for companies into a financial asset for your benefit. Descriptive statistics are the statistical methods that we learned in high school and college. These are statistical techniques like averages—means, modes, and Gaussian distributions. Data scientists use these tools to create an exploratory data analysis (EDA).

Название: MySQL по максимуму. Проверенные стратегии, 4-е издание
Автор: Сильвия Ботрос, Джереми Тинли
Издательство: Питер
Год: 2023
Страниц: 432
Язык: русский
Формат: pdf
Размер: 10.2 MB

Хотите выжать из MySQL максимум возможностей? Вам поможет уникальная книга, написанная экспертами для экспертов. Пора изучать лучшие практики, начиная с постановки целей уровня обслуживания, проектирования схем, индексов, запросов и заканчивая настройкой вашего сервера, операционной системы и оборудования, чтобы реализовать потенциал вашей платформы по максимуму. Администраторы баз данных научатся безопасным и практичным способам масштабирования приложений с помощью репликации, балансировки нагрузки, высокой доступности и отказоустойчивости. Это издание было обновлено и переработано с учетом последних достижений в области облачного и самостоятельного хостинга MySQL, производительности InnoDB, а также новых функций и инструментов.

Название: Architecting Distributed Transactional Applications: Data-Intensive Distributed Transactional Applications
Автор: Guy Harrison, Andrew Marshall, Charles Custer
Издательство: O’Reilly Media, Inc.
Год: 2023-01-24
Язык: английский
Формат: pdf
Размер: 10.2 MB

You want the very best application performance and you don't want to be limited by the capabilities of your infrastructure. That starts with application design. In this report, you'll discover how to build distributed transactional applications that deliver reliability, scalability, resilience, and elasticity. Kubernetes controls, or orchestrates, the containers that comprise a distributed application. A Kubernetes cluster consists of a number of nodes, each of which hosts one or more containers. Kubernetes provides a high-level abstraction called a Pod. A Pod consists of one or more containers with shared storage, networking, and namespaces. Although it might be possible to implement a microservice entirely in a single container, modularity is improved by allowing for containers that implement shared services across multiple Pods. Pods also often include sidecar containers. The sidecar typically provides common services across a range of Pods, such as monitoring, alerting, logging, and network abstraction. This report is for software developers, architects, and operational staff who want to understand the benefits and challenges of distributed transactional software architecture.

Название: Introduction to SparxSystems Enterprise Architect: Documenting Enterprise Architecture in the Most Affordable Enterprise Architecture Suite
Автор: Peter Doomen
Издательство: Apress
Год: 2023
Страниц: 246
Язык: английский
Формат: pdf
Размер: 12.2 MB

SparxSystems Enterprise Architect (EA) is a logical choice for many companies and organizations: it combines a broad feature set with an affordable price. However, the robust range of features makes starting to use this fantastic tool a bit intimidating. SparxSystems Enterprise Architect (EA) is a logical choice for many companies and organizations: it combines a broad feature set with an affordable price. A quick look at the SparxSystems website UML modeling tools for Business, Software, Systems, and Architecture reveals that there are four editions, each of which comes in two flavors (standard and floating).

Название: Windows 11 For Beginners - 7th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 103
Язык: английский
Формат: pdf
Размер: 44,2 MB

"Windows 11 для начинающих" - это универсальное руководство для начинающих пользователей настольных и портативных компьютеров, а также для тех, кто хочет узнать все необходимое для начала работы с операционной системой Microsoft. Это независимое руководство наполнено полезными рекомендациями и пошаговыми полностью иллюстрированными руководствами, написанными на простом и понятном английском языке. На страницах этого издания вы узнаете все, что вам нужно знать о своем компьютере и приложениях, сначала разобравшись в операционной системе, в которой они работают. С этим неофициальным руководством ни одна проблема не останется неразрешимой, ни один вопрос не останется без ответа, пока вы изучаете, исследуете и совершенствуете свой опыт пользователя Windows 11.

Название: Embedded Analytics: Integrating Analysis with the Business Workflow (Sixth Early Release)
Автор: Donald Farmer, Jim Horbury
Издательство: O’Reilly Media, Inc.
Год: 2023-04-21
Страниц: 168
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Data and analytics are not only rapidly developing technologies, they also seem to be constantly in the news. Over the past 10 years, data analytics and data visualization have become essential components of an enterprise information strategy. And yet, the adoption of data analytics has remained remarkably static, reaching no more than 30% of potential users. This book explores the most important techniques for taking that adoption further: embedding analytics into the workflow of our everyday operations. To perform business analysis, you need to open your BI suite. If you want to create a special charting, you may a look to a data visualisation application. Embedded analytics takes a somewhat different approach. The aim of embedding is to integrate visualisations, dashboards, reports and even predictive analytics or Artificial Intelligence (AI) capabilities inside your everyday business applications. So if you are managing a production line, preparing a budget or reviewing HR issues you can have analytic insights ready to hand to guide you.

Название: Certified Kubernetes Security Specialist (CKS) Study Guide: In-Depth Guidance and Practice (Third Early Release)
Автор: Benjamin Muschko
Издательство: O’Reilly Media, Inc.
Год: 2023-01-27
Страниц: 258
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Vulnerabilities in software and IT infrastructure pose a major threat to organizations. In response, the Cloud Native Computing Foundation (CNCF) developed the Certified Kubernetes Security Specialist (CKS) certification to verify an administrator's proficiency to protect Kubernetes clusters and the cloud native software they contain. This practical book helps you fully prepare for the certification exam by walking you through all of the topics covered. Container security starts with the base image. You need to be aware of the best practices for building container images that minimize the risk of introducing security vulnerabilities from the get-go. Optimally, you will only want to allow pulling trusted container images from an organization-internal container registry that already scanned the image for vulnerabilities before use it. Allowing only those registries is paramount and will be one of the topics important to this domain. Tools like Trivy can help with the task of scanning images for vulnerabilities and are listed as a requirement to pass the exam.

Название: Data Science with Semantic Technologies: New Trends and Future Developments
Автор: Archana Patel, Narayan C. Debnath
Издательство: CRC Press
Год: 2023
Страниц: 315
Язык: английский
Формат: pdf (true)
Размер: 14.1 MB

As data is an important asset for any organization, it is essential to apply semantic technologies in Data Science to fulfill the need of any organization. This first volume of a two-volume handbook set provides a roadmap for new trends and future developments of Data Science with semantic technologies. Data Science with Semantic Technologies: New Trends and Future Developments highlights how Data Science enables the user to create intelligence through these technologies. In addition, this book offers the answers to various questions such as: Can semantic technologies facilitate Data Science? Which type of Data Science problems can be tackled by semantic technologies? How can data scientists benefit from these technologies? What is the role of semantic technologies in Data Science? What is the current progress and future of Data Science with semantic technologies? Which types of problems require the immediate attention of the researchers? Natural Language Processing (NLP) and Machine Learning (ML) are major subfields in Artificial Intelligence (AI) that have recently received wider appeal and application in several fields. ML and NLP are critical components in converting an artificial agent into an AI-powered agent.

Название: AWS Certified Database Study Guide: Specialty (DBS-C01) Exam
Автор: Matheus Arrais, Rene Martinez Bravet, Leonardo Ciccone
Издательство: Sybex
Год: 2023
Страниц: 496
Язык: английский
Формат: epub (true)
Размер: 17.7 MB

Validate your AWS Cloud database skills! AWS Certified Database Study Guide: Specialty (DBS-C01) Exam focuses on helping you to understand the basic job role of a database administrator / architect and to prepare for taking the certification exam. This is your opportunity to take the next step in your career by expanding and validating your skills on the AWS Cloud, and performing a database-focused role. AWS is the frontrunner in cloud computing products and services, and this study guide will help you to gain an understanding of core AWS services, uses, and basic AWS database design and deployment best practices. AWS offers more than relational and nonrelation databases, they offer purpose built databases, which allow you to utilize database services prebuilt to meet your business requirements. If you are looking to take the Specialty (DBS-C01) exam, this Study Guide is what you need for comprehensive content and robust study tools that will help you gain the edge on exam day and throughout your career. New database paradigms have appeared, being rapidly leveraged in modern applications. Not Only SQL (NoSQL) databases have gained traction and evolved, being used in countless production deployments by Internet giants such as Twitter, Facebook, and Google. NoSQL databases are a great choice for semistructured and unstructured data, having scalability and distributed processing as main features.

Название: Data Science for Genomics
Автор: Amit Kumar Tyagi, Ajith Abraham
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 314
Язык: английский
Формат: pdf (true)
Размер: 13.6 MB

Data Science for Genomics presents the foundational concepts of data science as they pertain to genomics, encompassing the process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions and supporting decision-making. Sections cover Data Science, Machine Learning, Deep Learning, data analysis, and visualization techniques. The authors then present the fundamentals of Genomics, Genetics, Transcriptomes and Proteomes as basic concepts of molecular biology, along with DNA and key features of the human genome, as well as the genomes of eukaryotes and prokaryotes. Automated ML, abbreviated and popularly known as AutoML, is a process of applying automation to the ML life cycle with the aim to automate the repetitive tasks of it. This will provide an edge to the technology by not only democratizing it and making it accessible to all but will have various other advantages like reduction of the model run time, a well-tuned model, various evaluation metrics to judge the model performance, etc.