Название: Delta Lake: Up and Running: Modern Data Lakehouse Architectures with Delta Lake (Final)
Автор: Bennie Haelen, Dan Davis
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 267
Язык: английский
Формат: pdf (true), epub (true)
Размер: 12.3 MB

With the surge in Big Data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and Machine Learning models depends on the data's quality. Delta Lake's open source format offers a robust lakehouse framework over platforms like Amazon S3, ADLS, and GCS. This practical book shows data engineers, data scientists, and data analysts how to get Delta Lake and its features up and running. The ultimate goal of building data pipelines and applications is to gain insights from data. You'll understand how your storage solution choice determines the robustness and performance of the data pipeline, from raw data to insights. The code examples in the book range from snippets that can be used in a PySpark shell to those designed to be run with a complete end-to-end notebook. In this book, all code snippets will be in Python, SQL, and, where necessary, shell commands.

Название: Windows 11 Tricks and Tips - 9th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Язык: английский
Формат: pdf
Размер: 32.2 MB

Книга "Советы и рекомендации по работе с Windows 11" - это универсальное руководство для начинающих пользователей настольных компьютеров и ноутбуков, а также для тех, кто хочет узнать все необходимое для начала работы с операционной системой Microsoft. Это отдельное руководство содержит множество полезных советов и иллюстрированных пошаговых инструкций, написанных на понятном английском языке. Понимание операционной системы, под управлением которой работает ваш компьютер или приложение, позволит узнать все, что нужно знать о компьютере или приложении. С помощью этого неофициального руководства вы сможете изучить, исследовать и усовершенствовать Windows 11 для решения любых задач.

Название: Access 365 Project Book : Hands-On Database Creation
Автор: Julitta Korol
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 469
Язык: английский
Формат: pdf (true)
Размер: 33.9 MB

This is a project book that guides you through the process of building a traditional Access desktop database that uses one Access database as the front-end (queries, reports, and forms) and another Access database to contain the tables and data. By separating the data from the rest of the database, the Access database can be easily shared by multiple users over a network. When you build a database correctly at the outset, later this database can be migrated to another system with fewer issues and fewer objects that need to be redone. Microsoft Access has been the top database management solution for individuals and businesses for over two decades. Many of today’s database systems started as small Access databases or were ported from Microsoft Excel spreadsheets. With Microsoft’s commitment to continuing the development of the product, Access keeps getting better with each new update. Across all types and sizes of organizations, people continue to utilize Access to collect, track, and analyze data from multiple sources and build useful forms and reports. Non-devel-opers are creating various Access databases because with Access they can quickly move forward and get their job done without requiring much support from the IT (Information Technology) department. Access 365 Project Book: Hands-On Database Creation is a hands-on database project that guides you through the process of building a traditional Access desktop database that is later split into two files: a back-end database that contains tables with data, and a front-end database that contains forms, reports, queries, macros, and code modules.

Название: Building a Data Culture: The Usage and Flow Data Culture Model
Автор: Gary W. Griffin, David Holcomb
Издательство: Apress
Год: 2023
Страниц: 235
Язык: английский
Формат: pdf
Размер: 25.0 MB

In today's fast-paced digital landscape, organizations face an ever-increasing volume of data that holds immense potential for driving business success. However, many businesses struggle to harness this potential due to a lack of understanding and effective utilization of data within their culture. This book is a comprehensive guide that unveils the transformative power of data and provides actionable insights to cultivate a data-driven organizational culture. The book emphasizes data strategy and data governance's pivotal role in cultivating a mature data culture using practical insights, frameworks, and best practices. This approach ensures robust data culture structures that uphold data integrity, accessibility, and accountability. These structures operate on the people, processes, and technology through analytics, literacy, governance, process management, and data inventory management. For professionals and leaders across various industries who are interested in building a data culture within their organizations. The typical reader may have a background in data management, analytics, business intelligence, or technology, but the book is designed to be accessible to a wide range of readers with varying levels of expertise.

Название: Статистика без подвоха
Автор: Итан Буэно де Мескита, Энтони Фаулер
Издательство: ДМК Пресс
Год: 2023
Страниц: 455
Язык: русский
Формат: pdf
Размер: 17.4 MB

Введение в науку о данных или статистику не должно начинаться с доказательства сложных теорем или запоминания терминов и формул, но именно так устроены многие учебники по количественному анализу. В отличие от них эта книга посвящена критическому мышлению и концептуальному пониманию; она учит читателей быть вдумчивыми потребителями и аналитиками тех видов информации и аргументов, с которыми они будут сталкиваться на протяжении всей своей жизни. Книга, наполненная реальными примерами, показывает, как инструменты критического анализа применяются к проблемам в самых разных областях, включая выборы, гражданские конфликты, преступность, терроризм, финансовые кризисы, здравоохранение, спорт, музыку и космические путешествия. Прочитав эту книгу, вы узнаете, почему, несмотря на обширное применение данных в современном мире, они никогда не смогут заменить критическое мышление. В конце каждой главы есть упражнения, которые читатели могут выполнить самостоятельно, чтобы убедиться, что они усвоили материал. Некоторые из этих упражнений включают анализ данных, с ним могут справиться читатели и студенты, которые научились (или учатся) использовать статистическое рограммное обеспечение, такое как Stata или R.

Название: Critical Data Literacies: Rethinking Data and Everyday Life
Автор: Luci Pangrazio, Neil Selwyn
Издательство: The MIT Press
Год: 2023
Страниц: 216
Язык: английский
Формат: pdf, azw3, epub (true), mobi
Размер: 10.2 MB

A guide to everything you need to understand to navigate a world increasingly governed by data. Data has become a defining issue of current times. Our everyday lives are shaped by the data that is produced about us (and by us) through digital technologies. In this book, Critical Data Literacies, Luci Pangrazio and Neil Selwyn introduce readers to the central concepts, ideas, and arguments required to make sense of life in the data age. The authors challenge the idea that datafication is an inevitable and inescapable condition. Drawing on emerging areas of scholarship such as data justice, data feminism, and other critical data studies approaches, they explore how individuals and communities can empower themselves to engage with data critically and creatively. Over the course of eight wide-ranging chapters, the book introduces readers to the main components of critical data literacies—from the fundamentals of identifying and understanding data to the complexities of engaging with more combative data tactics. Critical Data Literacies explores how the tradition of critical literacies can offer a powerful foundation to address the big concerns of the data age, such as issues of data justice and privacy, algorithmic bias, dataveillance, and disinformation.

Название: Exploring Microsoft Office - 2023 Edition: The Illustrated, Practical Guide to Using Office and Microsoft 365
Автор: Kevin Wilson
Издательство: Elluminet Press
Год: 2023
Страниц: 808
Язык: английский
Формат: epub (true)
Размер: 93.4 MB

Introducing the illustrated guide to Microsoft Office, your companion for unlocking the full potential of Microsoft's Office Suite! Whether you're a beginner or an experienced user, this newly updated and revised guide, Exploring Microsoft Office, is designed to enhance your productivity and streamline your workflow. Discover the power of Microsoft 365 (formerly Office 365) with its many productivity features and services. Unlike other resources, Exploring Microsoft Office prioritizes simplicity and clarity, ensuring that users of all backgrounds, from students to senior citizens, can grasp the fundamentals of Microsoft Office. Whether you're searching for an Office manual, a visual book, a simplified tutorial, a dummies guide, or a reliable reference, Exploring Microsoft Office is your go-to resource for increasing productivity and embracing the digital revolution.

Название: Windows 10 Tricks and Tips - 16th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Язык: английский
Формат: pdf
Размер: 45.1 MB

"Трюки и советы по Windows 10" - это первый и единственный выбор, если вы являетесь новичком и хотите узнать все, что вам нужно для начала работы с новой операционной системой . Это независимое руководство наполнено полезными руководствами и пошаговыми полностью иллюстрированными учебными пособиями, написанными на простым и понятном английским языке. На страницах этого нового руководства пользователя вы узнаете все, что нужно знать об установке "из коробки", освоении более сложных функций и откроете для себя огромное количество справочных материалов. С этим неофициальным руководством ни одна проблема не останется неразрешимой, ни один вопрос не будет оставлен без ответа по мере того, как вы будете учиться, изучать и расширять свои пользовательские возможности.

Название: Privacy Preservation of Genomic and Medical Data
Автор: Amit Kumar Tyagi
Издательство: Wiley-Scrivener
Год: 2024
Страниц: 559
Язык: английский
Формат: pdf (true)
Размер: 17.4 MB

Privacy Preservation of Genomic and Medical Data discusses topics concerning the privacy preservation of genomic data in the digital era, including data security, data standards, and privacy laws so that researchers in biomedical informatics, computer privacy and ELSI can assess the latest advances in privacy-preserving techniques for the protection of human genomic data. Privacy Preservation of Genomic and Medical Data focuses on genomic data sources, analytical tools, and the importance of privacy preservation. Topics discussed include tensor flow and Bio-Weka, privacy laws, HIPAA, and other emerging technologies like Internet of Things, IoT-based cloud environments, cloud computing, edge computing, and blockchain technology for smart applications. Data Science is a broad field encompassing some of the fastest-growing subjects in interdisciplinary statistics, mathematics and Computer Science. It encompasses a process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision making. Data analysis has multiple facets and approaches, including diverse techniques under a variety of names, in different business, science, and social science domains. Similarly, data analytics is now required in the medial field for analyzing genomic and genetic data.

Название: Embedded Analytics: Integrating Analysis With the Business Workflow (Final Release)
Автор: Donald Farmer, Jim Horbury
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 165
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB, 10.2 MB

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. Author Donald Farmer, principal of TreeHive Strategy, shows business users how to improve decision-making without becoming analytic specialists. You'll explore different techniques for exchanging data, insights, and events between analytic platforms and hosting applications. You'll also examine issues including data governance and regulatory compliance and learn best practices for deploying and managing embedded analytics at scale. We hope this book will work for a wide range of professionals who are involved in designing, building, or managing software applications that feature embedded analytics. If you are responsible for developing software applications, this book will help you understand how to design and build applications with embedded analytics features. You will learn how to create applications that are more intuitive and efficient for the end user, as well as how to integrate analytics into the application development process.