Название: Cloud Data Architectures Demystified: Gain the expertise to build Cloud data solutions as per the organization's needs
Автор: Ashok Boddeda
Издательство: BPB Publications
Год: 2024
Страниц: 574
Язык: английский
Формат: pdf, epub
Размер: 18.2 MB

Learn using Cloud data technologies for improving data analytics and decision-making capabilities for your organization. Cloud data architectures are a valuable tool for organizations that want to use data to make better decisions. By understanding the different components of Cloud data architectures and the benefits they offer, organizations can select the right architecture for their needs. This book is a holistic guide for using Cloud data technologies to ingest, transform, and analyze data. It covers the entire data lifecycle, from collecting data to transforming it into actionable insights. The readers will get a comprehensive overview of Cloud data technologies and AI/ML algorithms. The readers will learn how to use these technologies and algorithms to improve decision-making, optimize operations, and identify new opportunities. By the end of the book, you will have a comprehensive understanding of loud data architectures and the confidence to implement effective solutions that drive business success. This book is for executives, IT professionals, and data enthusiasts who want to learn more about Cloud data architectures. It does not require any prior experience, but a basic understanding of data concepts and technology landscapes will be helpful.

Название: R в действии. Анализ и визуализация данных на языке R
Автор: Кабаков Р.И.
Издательство: М.: ДMK
Год: 2014
Cтраниц: 588
Формат: pdf
Размер: 14 мб
Язык: русский

R – это мощный язык для статистических вычислений и графики, который может справиться поистине с любой задачей в области обработки данных. Он работает во всех важных операционных системах и поддерживает тысячи специализированных модулей и утилит. Все это делает R замечательным средством для извлечения полезной информации из гор сырых данных.

Название: Geospatial Data, Information, and Intelligence
Автор: Aaron Jabbour, Renny Babiarz
Издательство: Artech House
Год: 2023
Страниц: 251
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book provides practitioners with structured methods for transforming geospatial data into the useful information they need to solve some of the world's most pressing problems. It spotlights the importance of location for human experience in the everyday world and introduces spatial thinking as a foundation and the location mindset as a foundational perspective. The book starts by showing how geospatial analysis is part of a more general data-to-information refinement process that requires the right mindset, toolset, and skillset to achieve. The book then presents structured principles and practices to help geospatial analysts--whether in government or industry--improve their observational, analytical, and communication techniques. These techniques are part of an original framework for interpreting geospatial data and information: the Observe, Analyze, Communicate (OAC) Framework. The OAC framework helps practitioners at all levels break down the basic steps of their day-to-day practice and learn valuable tradecraft that they can employ during each step. You'll learn how to center location as a foundational perspective in everyday life; use unique geospatial observation, analysis, and communication techniques; and know how to account for the role of uncertainty in assessment and production processes -- including utilizing special techniques to effectively communicate levels of certainty and uncertainty to your audience.

Название: Crafting Docs for Success: An End-to-End Approach to Developer Documentation
Автор: Diana Lakatos
Издательство: Apress
Год: 2023
Страниц: 219
Язык: английский
Формат: pdf (true), epub
Размер: 19.8 MB

Developer documentation is an essential resource that provides developers with comprehensive information, guidance, and examples for effectively using APIs, frameworks, libraries, or software platforms. It's also a powerful tool in developer relations because it provides all the necessary information during the onboarding process, keeps your users informed on changes and plans, and helps you maintain relationships with your users, build a community, and encourage collaboration. Using a design thinking approach, this book aims to provide an easy to follow blueprint for building successful developer documentation drawing from the valuable insights gained while building the award winning platformOS developer portal. You'll work with practical usable templates, workflows, and tools validated and peer-reviewed by international experts in the fields of documentation, technical writing, developer relations, and UX design. This book reveals the many factors that have to be considered while crafting developer documentation, such as hitting the right target audience, designing a seamless onboarding experience, selecting the right workflows and data analysis methods. You'll delve into this complex mix of topics, each with its unique considerations, and understand why it's challenging for those working on developer documentation to grasp the entire process, including all essential ingredients, tools, and resources.

Название: Windows 11 QuickStart: A Complete Visual Reference Guide For Beginners, Students & Seniors
Автор: Anand Narayanaswamy
Издательство: Independently published
Год: 2023
Страниц: 355
Язык: английский
Формат: pdf (true)
Размер: 14.8 MB

Windows 11 QuickStart will be a useful resource for beginners, students, and tech-savvy senior citizens. The book has been authored in such a way that it serves as a perfect resource for anyone who is new to Windows 11 or who wants to learn more about the new operating system. Windows 11 QuickStart provides a detailed and comprehensive overview of the new operating system from Microsoft. Windows 11 QuickStart teaches all the core aspects such as features, design, performance and security of the next-generation Windows 11 operating system in a simple style and language. Windows 11 is a major revamp when compared with Windows 10 and includes brand new features such as a revamped Start menu, Search highlights, Bing Chat, Enhanced Multitasking capabilities, Improved screen capture and much more. The book will serve as a perfect study material for beginners and students including senior citizens who would like to learn the nuances of Windows 11 without any assistance. The aim of the book is to enable students and learners to grasp the concepts easily. The book is written in such a way that you just need to open the book and go through the discussed steps. The book includes several colored screenshots to support the discussed content. Moreover, you will find exclusive content inside boxes that helps you to learn important facts.

Название: Data Analytics and Digital Transformation
Автор: Erik Beulen, Marla A. Dans
Издательство: Routledge
Год: 2024
Страниц: 257
Язык: английский
Формат: pdf (true), djvu
Размер: 10.1 MB

Understanding the significance of data analytics is paramount for digital transformation but in many organizations they are separate units without fully aligned goals. As organizations are applying digital transformations to be adaptive and agile in a competitive environment, data analytics can play a critical role in their success. This book explores the crossroads between them and how to leverage their connection for improved business outcomes. The need to collaborate and share data is becoming an integral part of digital transformation. This not only creates new opportunities but also requires well-considered and continuously assessed decision-making as competitiveness is at stake. This book details approaches, concepts, and frameworks, as well as actionable insights and good practices, including combined data management and agile concepts. Volumes of data are growing at an unprecedented speed, driven by the Internet of Things (IoT) and unstructured data (e.g. social media content), as well as additional data generated by transforming into digital organizations. This feeds back into data analytics as well as Data Science, requiring even more mature data management and governance to achieve enriched insights. In addition, the need to collaborate and share data is becoming an integral part of digital transformations. This not only creates new opportunities but also requires well-considered and continuously assessed decision-making as competitiveness is at stake. This book details approaches, concepts, and frameworks, as well as actionable insights and good practices, including combined data management and agile concepts. In addition, a deep dive into privacy and ethics will be included.

Название: Practical Implementation of a Data Lake: Translating Customer Expectations into Tangible Technical Goals
Автор: Nayanjyoti Paul
Издательство: Apress
Год: 2023
Страниц: 219
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This book explains how to implement a data lake strategy, covering the technical and business challenges architects commonly face. It also illustrates how and why client requirements should drive architectural decisions. Drawing upon a specific case from his own experience, author Nayanjyoti Paul begins with the consideration from which all subsequent decisions should flow: what does your customer need? He also describes the importance of identifying key stakeholders and the key points to focus on when starting a new project. Next, he takes you through the business and technical requirement-gathering process, and how to translate customer expectations into tangible technical goals. From there, you’ll gain insight into the security model that will allow you to establish security and legal guardrails, as well as different aspects of security from the end user’s perspective. You’ll learn which organizational roles need to be onboarded into the data lake, their responsibilities, the services they need access to, and how the hierarchy of escalations should work. Subsequent chapters explore how to divide your data lakes into zones, organize data for security and access, manage data sensitivity, and techniques used for data obfuscation. Audit and logging capabilities in the data lake are also covered before a deep dive into designing data lakes to handle multiple kinds and file formats and access patterns. For Data Scientists and Architects, Machine Learning Engineers, and Software Engineers.

Название: Raspberry Pi OS System Administration with systemd: A Practical Approach
Автор: Robert M. Koretsky
Издательство: CRC Press
Год: 2024
Страниц: 269
Язык: английский
Формат: pdf (true)
Размер: 14.3 MB

The first in a new series exploring the basics of Raspberry Pi Operating System (OS) administration, this volume is a compendium of easy-to-use and essential system administration for the novice user of the Raspberry Pi OS. The overriding idea behind the system administration of a modern, 21st-century Linux system such as the Raspberry Pi OS is the use of systemd to ensure that the Linux kernel works efficiently and effectively to provide the three foundation stones of computer operation and management: computer system concurrency, virtualization, and secure persistence. Exercises are included throughout to reinforce the readers’ learning goals with solutions and example code provided on the accompanying GitHub site. This book is a compendium of easy-to-use and essential Raspberry Pi OS system administration tasks for the beginner. The Raspberry Pi OS is derived from the Debian branch of Linux, and as of this writing, Debian Bullseye was the most current version of that operating system. To present the system administration topics and commands here, I have selected some very basic stuff, and a few more advanced concepts, topics, commands, and details that might not appear in a more complete system administration book.

Название: Big Data Analytics for Human-Computer Interactions: A New Era of Computation
Автор: Kuldeep Singh Kaswan, Anupam Baliyan, Jagjit Singh Dhatterwal
Издательство: Bentham Books
Серия: IoT and Big Data Analytics (Volume 3)
Год: 2023
Страниц: 392
Язык: английский
Формат: pdf (true), epub
Размер: 25.8 MB

Big Data is playing a vital role in HCI projects across a range of industries: healthcare, cybersecurity, forensics, education, business organizations, and scientific research. Big data analytics requires advanced tools and techniques to store, process and analyze the huge volume of data. Working on HCI projects requires specific skill sets to implement IT solutions. Big Data Analytics is a significant challenge in developing highly scalable data and data integration algorithms. New algorithms, methods, systems, and applications in Big Data Analytics are potential discoveries that will effectively identify valuable and hidden information in Big Data. This chapter discusses big data, and its history; Big Data drives the world's modern organizations. There is a need to convert Big Data into Business Intelligence that enterprises can readily deploy. Better data leads to better decision-making and improved strategies for organizations. Big Data Analytics for Human-Computer Interactions: A New Era of Computation is a comprehensive guide that discusses the evolution of Big Data in Human Computer Interaction from promise to reality. This book provides an introduction to Big Data and HCI, followed by an overview of the state-of-the-art algorithms for processing big data, Subsequent chapters also explain the characteristics, applications, opportunities and challenges of big data systems, by describing theoretical, practical, and simulation concepts of computational intelligence and big data analytics used in designing HIC systems.

Название: Using and Administering Linux: Volume 1-3, Zero to SysAdmin, 2nd Edition
Автор: David Both
Издательство: Apress
Год: 2023
Страниц: 667+813+536
Язык: английский
Формат: pdf, epub
Размер: 70.1 MB

This Linux training course, “Using and Administering Linux – Zero to SysAdmin,” is significantly different from other courses. It consists of three volumes. Each of these three volumes is closely connected, and they build upon each other. This Linux training course differs from others because it is a complete self-study course. You should start at the beginning of Volume 1 and read the text, perform all of the experiments, and do all of the chapter exercises through to the end of Volume 3. If you do this, even if you are starting from zero knowledge about Linux, you can learn the tasks necessary to becoming a Linux system administrator, a SysAdmin. These course materials can also be used as reference materials. I have used my previous course materials for reference for many years, and they have been very useful in that role. I have kept this as one of my goals in this set of materials. If you want to learn to be an advanced Linux user and even a SysAdmin, this course is for you. Most SysAdmins have an extremely high level of curiosity and a deep-seated need to learn Linux system administration.