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.

Название: Business Financial Planning with Microsoft Excel
Автор: Gavin Powell
Издательство: CRC Press
Год: 2023
Страниц: 224
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Business Finance Planning with Microsoft Excel shows how to visualize, plan, and put into motion an idea for creating a start-up company. Microsoft Excel is a tool that makes it easier to build a business financial planning process for a new business venture. Written around an IT startup case study, the book presents a host of Excel worksheets describing the case study along with accompanying blank forms. Readers can use these forms in their own businesses, so they can build parts of their own business plans as they go. This is intended to be a practical guide that teaches and demonstrates by example, in the end presenting a usable financial model to build and tweak a financial plan with a set of customizable Excel worksheets. The book uses practical techniques to help with the planning processing.

Название: Practical Data Privacy: Enhancing Privacy and Security in Data (Final Release)
Автор: Katharine Jarmul
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 500
Язык: английский
Формат: pdf, epub (true)
Размер: 12.6 MB

Between major privacy regulations like the GDPR and CCPA and expensive and notorious data breaches, there has never been so much pressure to ensure data privacy. Unfortunately, integrating privacy into data systems is still complicated. This essential guide will give you a fundamental understanding of modern privacy building blocks, like differential privacy, Federated Learning, and encrypted computation. Based on hard-won lessons, this book provides solid advice and best practices for integrating breakthrough privacy-enhancing technologies into production systems. What Is Data Privacy? In a simple sense, data privacy protects data and people by enabling and guaranteeing more privacy for data via access, use, processing, and storage controls. Usually this data is people-related, but it applies to all types of processing. This definition, however, doesn’t fully cover the world of data privacy. Federated Learning (FL) and distributed Data Science provide new ways to think about how you do data analysis by keeping data at the edge: on phones, laptops, edge services — or even on-premise architecture or separate cloud architecture when working with partners.

Название: Microsoft Excel 2023: The Comprehensive Guide: The Ultimate Guide To Master Excel Features & Formulas. Become A Pro From Scratch in Just 7 Days With Step-By-Step Instructions, Clear Illustration, and Practical Examples
Автор: Mike Shepard
Издательство: Independently published
Год: 2023
Страниц: 169
Язык: английский
Формат: epub
Размер: 31.8 MB

Microsoft Excel is a data analysis and representation application for fabricating a large number of data, expenditure and income, predictions, and many accounting-related activities. The application can be used in areas such as accounting, finance, and calculation operations. Excel comes with an interesting User Interface; graphics and it is also widely popular. Whether you're a beginner or an experienced Excel user, this comprehensive guide to Microsoft Excel 2023 will take your skills to the next level. With step-by-step instructions and real-world examples, you'll learn everything you need to know to harness the full power of Excel for data analysis, visualization, and automation. Discover the latest features and updates in Excel 2023, including improved data modeling and collaboration tools, advanced formula and function options, and enhanced visualization capabilities. From creating custom charts and graphs to automating repetitive tasks with macros and VBA, this guide covers it all.

Название: dBASE IV. Назначение, функции, применения
Автор: Романов Б.А., Кушниренко А.С.
Год издания: 1991
Издательство: Радио и связь
Страниц: 384
Формат: djvu
Размер: 10,3 Мб (+3%)

В книге на примере широко известного семейства dBASE излагается назначение, принципы построения, функции* и опыт практического использования системы управления базами данных (СУБД,) реляционного типа. Большое ь*имйни.е уделяется описанию структуры и способов построения интерфейса пользователя, управляемого с помощью меню. Рассмотрена концепция, синтаксис и функции языков высокого уровня dBASE и SQL, применяемых для программирования информационных задач. Изложение материала сопровождается многочисленными примерами. В частности, работа с управляющим центром пакета dBASE IV, который реализует управляемый с помощью меню интерфейс пользователя, поясняется на примере задачи учета перевозок автопредприятием.

Название: Основы проектирования реляционных баз данных
Автор: Туманов В.Е.
Год издания: 2016
Издательство: Интуит
ISBN: 9785947747133
Страниц: 504
Формат: pdf
Размер: 43,3 Мб (+3%)

Проектирование реляционных баз данных является составной частью проектов создания информационных систем с базами данных. В курсе изучается базовый набор профессиональных задач проектировщика реляционных баз данных. Приведены примеры решения таких задач.Учебное пособие для студентов ВУЗов, обучающихся по специальностям связанным с информационными технологиями.

Название: Modernize Applications with Apache Kafka: Discover the Next Generation of Messaging for Your Applications
Автор: Jennifer Vargas, Richard Stroop
Издательство: O’Reilly Media, Inc.
Год: 2023-04-14
Язык: английский
Формат: pdf, epub (true)
Размер: 10.2 MB

Application modernization has become increasingly important as older systems struggle to keep up with today's requirements. When you migrate legacy monolithic applications to microservices, easier maintenance and optimized resource utilization generally follow. But new challenges arise around communication within services and between applications. You can overcome many of these issues with the help of modern messaging technologies such as Apache Kafka.

Название: Data Centers of the Future: Reaching Sustainability
Автор: Jon Lin, Gary Aitkenhead
Издательство: O’Reilly Media, Inc.
Год: 2023-04-17
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

As the demand for data grows exponentially, industries are looking to more sustainably grow their digital business footprint to maximize the benefits of the digital economy. Data centers, long perceived as egregious users of energy, are now strategically positioned to offer eco-friendly digital infrastructure. In their new role, these centers can support a material positive impact on global sustainability and climate change through the development of key innovations and efficiencies. Three big trends are driving growth in every business and, in turn, driving the need for sustainable data centers. First, every business is a digital business, and every business that wants to succeed in the 21st century needs to negotiate its own transition to the digital economy. The technology industry has buzzed about Big Data, Data Science, and now Machine Learning and Artificial Intelligence, requiring larger and richer datasets at each stage.