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 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. | |
Разместил: Ingvar16 19-11-2023, 15:56 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 19-11-2023, 05:30 | Комментарии: 0 | Подробнее
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 Название: Modern System Administration: Building and Maintaining Reliable Systems (Final Release)
Автор: Jennifer Davis
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 328
Язык: английский
Формат: pdf (true), epub (true), mobi
Размер: 10.1 MB, 10.3 MB
Early system administration required in-depth knowledge of a variety of services on individual systems. Now, the job is increasingly complex and different from one company to the next with an ever-growing list of technologies and third-party services to integrate. How does any one individual stay relevant in systems and services? This practical guide helps anyone in operations—sysadmins, automation engineers, IT professionals, and site reliability engineers—understand the essential concepts of the role today. For the last decade, DevOps has been mistakenly used to describe modern system administration, but the reality is that DevOps is just one of the new practices we must adopt to thrive in our ever-changing environments. Modern system administration is about more than a single practice. And it can’t be fully defined by a single tool, or set of individual contributions, either. | |
Разместил: Ingvar16 19-11-2023, 04:49 | Комментарии: 0 | Подробнее
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 Название: AlmaLinux 9 Essentials: Learn to Install, Administer, and Deploy Rocky Linux 9 Systems
Автор: Neil Smyth
Издательство: Payload Media
Год: 2023 (Rev: 1.0)
Страниц: 271
Язык: английский
Формат: epub (true)
Размер: 23.9 MB
AlmaLinux 9 Essentials is intended to provide detailed information on the installation, use, and administration of the AlmaLinux 9 distribution. For beginners, the book covers topics such as operating system installation, the basics of the GNOME desktop environment, configuring email and web servers, and installing packages and system updates. Additional installation topics, such as dual booting with Microsoft Windows, are also covered, together with all important security topics, such as configuring a firewall and user and group administration. For the experienced user, topics such as remote desktop access, the Cockpit web interface, logical volume management (LVM), disk partitioning, swap management, KVM virtualization, Secure Shell (SSH), Linux Containers, and file sharing using both Samba and NFS are covered in detail to provide a thorough overview of this enterprise class operating system. AlmaLinux 9 is one of several variants (also referred to as distributions) of the Linux operating system. It is based on the source code of the Red Hat Enterprise Linux distribution (RHEL), developed by a U.S. company named Red Hat, Inc. AlmaLinux was created in 2021 by the AlmaLinux OS Foundation to provide a stable Linux distribution that is 100% compatible with Red Hat Enterprise Linux. | |
Разместил: Ingvar16 15-11-2023, 20:52 | Комментарии: 0 | Подробнее
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 Название: Data Science and Machine Learning Applications in Subsurface Engineering
Автор: Daniel Asante Otchere
Издательство: CRC Press
Год: 2024
Страниц: 322
Язык: английский
Формат: pdf (true)
Размер: 27.5 MB
The utilization of Machine Learning (ML) techniques to understand hidden patterns and build data-driven predictive models from complex multivariate datasets is rapidly increasing in many applied science and engineering disciplines, including geo-energy. Motivated by these developments,Machine Learning Applications in Subsurface Energy Resource Management presents a current snapshot of the state of the art and future outlook for ML applications to manage subsurface energy resources (e.g., oil and gas, geologic carbon sequestration, and geothermal energy). It is known that many articles and texts prevent the reader from reproducing the results either because the data were not freely available or because the software was inaccessible, or only available for purchase. Therefore, it was my goal to be as hands-on as possible in stating the methods used, enabling the readers to reproduce the results and extend the methodology to their own data. Furthermore, the authors opted to use the Python language, an open-access software, for all stages of the Machine Learning process. Most of the chapters contain links to the data sets, Python notebooks, and software used here to reproduce the analyses in each chapter. I selected Python as the computational engine of this book for several reasons. First, Python is freely available for multiple operating systems. I encourage you to take the time to compare each of your solutions with the results in this book. Performing this comparison may help you become more familiar with a technique you could have used to solve a specific problem more efficiently. | |
Разместил: Ingvar16 14-11-2023, 19:27 | Комментарии: 0 | Подробнее
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 Название: Querying Databricks with Spark SQL: Leverage SQL to query and analyze Big Data for insights
Автор: Adam Aspin
Издательство: BPB Publications
Год: 2024
Страниц: 638
Язык: английский
Формат: epub (true)
Размер: 37.4 MB
A practical guide to using Spark SQL to perform complex queries on your Databricks data. Databricks stands out as a widely embraced platform dedicated to the creation of data lakes. Within its framework, it extends support to a specialized version of Structured Query Language (SQL) known as Spark SQL. If you are interested in learning more about how to use Spark SQL to analyze data in a data lake, then this book is for you. The book covers everything from basic queries to complex data-processing tasks. It begins with an introduction to SQL and Spark. It then covers the basics of SQL, including data types, operators, and clauses. The next few chapters focus on filtering, aggregation, and calculation. Additionally, it covers dates and times, formatting output, and using logic in your queries. It also covers joining tables, subqueries, derived tables, and common table expressions. Additionally, it discusses correlated subqueries, joining and filtering datasets, using SQL in calculations, segmenting and classifying data, rolling analysis, and analyzing data over time. The book concludes with a chapter on advanced data presentation. Data is the lifeblood of the enterprise. Whether “Big Data” or the data stored in classic databases, it is queried using a variant of Structured Query Language (SQL). So, simply put, SQL is key to data analysis. | |
Разместил: Ingvar16 14-11-2023, 13:45 | Комментарии: 0 | Подробнее
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 Название: A Power BI Compendium: Answers to 65 Commonly Asked Questions on Power BI
Автор: Alison Box
Издательство: Apress
Год: 2023
Страниц: 362
Язык: английский
Формат: pdf (true), epub
Размер: 69.9 MB
Are you a reasonably competent Power BI user but still struggling to generate reports that truly tell the story of your data? Or do you simply want to extend your knowledge of Power BI by exploring more complex areas of visualizations, data modelling, DAX, and Power Query? If so, this book is for you. This book serves as a comprehensive resource for users to implement more challenging visuals, build better data models, use DAX with more confidence, and execute more complex queries so they can find and share important insights into their data. The contents of the chapters are in a question-and-answer format that explore everyday data analysis scenarios in Power BI. These questions have been generated from the author’s own client base and from commonly sought-for information from the Power BI community. They cover a wide and diverse range of topics that many Power BI users often struggle to get to grips with or don’t fully understand. After working through this book, you will have extended your knowledge of Power BI to an expert level, alleviating your existing frustrations and so enabling you to design Power BI reports where you are no longer limited by your lack of knowledge or experience. | |
Разместил: Ingvar16 14-11-2023, 02:34 | Комментарии: 0 | Подробнее
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 Название: SAP S/4HANA Asset Management: Configure, Equip, and Manage your Enterprise
Автор: Rajesh Ojha, Chandan Mohan Jaiswal
Издательство: Apress
Год: 2023
Страниц: 400
Язык: английский
Формат: pdf (true), epub
Размер: 33.4 MB
S/4HANA empowers enterprises to take big steps towards digitalization, innovation, and being mobile-friendly. This book is a concise guide to SAP S/4HANA Asset Management and will help you begin leveraging the platform’s capabilities quickly and efficiently. SAP S/4HANA Asset Management begins with an overview of the platform and its structure. You will learn how it can help with data storage and analysis, business processes, and reporting and analytics. As the book progresses, you will gain insight into single, time-based, performance-based, and multiple counter-based strategy plans. Any project is incomplete without a budget, and this book will help you understand how to use SAP S/4HANA to create and manage yours. The book’s real-life examples of asset management from contemporary industries reinforce each concept you learn, and its coverage of newer technologies and offerings in S/4HANA Asset Management will give you a sense of the immense potential offered by the platform. SAP S/4HANA Asset Management software is designed to encompass all the essential functionalities that can be utilized to address all the aspects as outlined. | |
Разместил: Ingvar16 14-11-2023, 01:59 | Комментарии: 0 | Подробнее
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 Название: SQL Antipatterns, Volume 1: Avoiding the Pitfalls of Database Programming
Автор: Bill Karwin
Издательство: Pragmatic Bookshelf
Год: November 2022 (Version: P1.0)
Страниц: 379
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.2 MB, 10.2 MB
SQL is the ubiquitous language for software developers working with structured data. Most developers who rely on SQL are experts in their favorite language (such as Java, Python, or Go), but they're not experts in SQL. They often depend on antipatterns - solutions that look right but become increasingly painful to work with as you uncover their hidden costs. Learn to identify and avoid many of these common blunders. Refactor an inherited nightmare into a data model that really works. Updated for the current versions of MySQL and Python, this new edition adds a dozen brand new mini-antipatterns for quick wins. No matter which platform, framework, or language you use, the database is the foundation of your application, and the SQL database language is the standard for working with it. Antipatterns are solutions that look simple at the surface, but soon mire you down with needless work. Learn to identify these traps, and craft better solutions for the often-asked questions in this book. Avoid the mistakes that lead to poor performance and quality, and master the principles that make SQL a powerful and flexible tool for handling data and logic. | |
Разместил: Ingvar16 11-11-2023, 13:42 | Комментарии: 0 | Подробнее
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 Название: Data Analytics: A Theoretical and Practical View from the EDISON Project
Автор: Juan J. Cuadrado-Gallego, Yuri Demchenko
Издательство: Springer
Год: 2023
Страниц: 486
Язык: английский
Формат: pdf
Размер: 10.1 MB
Building upon the knowledge introduced in The Data Science Framework, this book provides a comprehensive and detailed examination of each aspect of Data Analytics, both from a theoretical and practical standpoint. The book explains representative algorithms associated with different techniques, from their theoretical foundations to their implementation and use with software tools. Designed as a textbook for a Data Analytics Fundamentals course, it is divided into seven chapters to correspond with 16 weeks of lessons, including both theoretical and practical exercises. Each chapter is dedicated to a lesson, allowing readers to dive deep into each topic with detailed explanations and examples. Readers will learn the theoretical concepts and then immediately apply them to practical exercises to reinforce their knowledge. And in the lab sessions, readers will learn the ins and outs of the R environment and Data Science methodology to solve exercises with the R language. With detailed solutions provided for all examples and exercises, readers can use this book to study and master data analytics on their own. Whether you're a student, professional, or simply curious about data analytics, this book is a must-have for anyone looking to expand their knowledge in this exciting field. | |
Разместил: Ingvar16 11-11-2023, 10:56 | Комментарии: 0 | Подробнее
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