Название: Spatiotemporal Data Analytics and Modeling: Techniques and Applications
Автор: John A, Satheesh Abimannan, El-Sayed M. El-Alfy
Издательство: Springer
Серия: Big Data Management
Год: 2024
Страниц: 253
Язык: английский
Формат: pdf (true), epub
Размер: 18.9 MB

With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with Artificial Intelligence and Machine Learning and Internet of Things, latent relations, and new insights can be captured helping in optimizing plans and resource utilization, improving infrastructure, and enhancing quality of services. A “spatial data management system” is a way to take care of data that has something to do with space. This could include data such as maps, satellite images, and GPS data. A temporal data management system is a system designed to manage data that has a temporal component. This could include data such as weather data, financial data, and social media data. Some advanced techniques used in spatial and temporal data management systems include geospatial indexing for efficient querying and retrieval of location-based data, time-series analysis for understanding and predicting temporal patterns in datasets like weather or financial trends, machine learning algorithms for uncovering hidden patterns and correlations in large and complex datasets, and integration with Internet of Things (IoT) technologies for real-time data collection and analysis. These techniques, augmented with Artificial Intelligence, enable the extraction of latent relations and insights, thereby optimizing plans, improving infrastructure, and enhancing the quality of services. This book provides essential technical knowledge, best practices, and case studies on the state-of-the-art techniques of Artificial Intelligence and Machine Learning for spatiotemporal data analysis and modeling. It can be used as academic reference at graduate level or by professionals in science and engineering related fields such as Data Science and engineering, Big Data analytics and mining, Artificial Intelligence, Machine Learning and Deep Learning, cloud computing, and Internet of Things.

Название: Linux For Beginners - 18th Edition 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Язык: английский
Формат: pdf
Размер: 34.7 MB

Эта книга содержит подробное введение в основные функции и возможности Linux, включая установку дистрибутива Linux на компьютер, использование командной строки, управление пользователями и файлами, создание сетевых соединений и настройку различных служб. Вы также узнаете, как писать и использовать сценарии Bash. Как введение в программирование для Linux, эта книга будет полезна как профессионалам, так и любителям, предоставляя всю информацию, необходимую для того, чтобы войти в мир программирования для Linux и создавать отличные приложения. В этой книге вы найдете всю информацию, необходимую для того, чтобы войти в мир программирования под Linux и создавать отличные приложения.

Название: Text and Math Into LaTeX, 6th Edition
Автор: George Grätzer
Издательство: Springer
Год: 2024
Страниц: 628
Язык: английский
Формат: pdf (true)
Размер: 33.0 MB

For more than 30 years,this comprehensive manual has been the standard introduction and complete reference for writing articles and books containing mathematical formulas. This sixth edition uses a slightly changed title, Text and Math into LaTeX, to emphasize the importance of text in mathematical/scientific composition. Sections that contained commands no longer much needed (such as includeonly) and the introductory sections to PDF (now ubiquitous) have been omitted. Many sections are now enhanced with discussion of new and useful packages. An occasional encouragement for the reader to consult ChatGPT for confirmation on various points illustrates the positive relationship between ChatGPT and LaTeX. LaTeX is widely used in many fields, including mathematics, Computer Science, engineering, physics, chemistry, economics, and linguistics. (ChatGPT lists 45 fields). Part I provides a quick introduction to LATEX, from typing examples of text and math to typing your first article such as on that shown on page 4 and similarly: creating your first presentation, such as the sample presentation, in a very short time. The rest of the book provides a detailed exposition of LATEX. LATEX has a huge collection of rules and commands. While the basics in Part I should serve you well in all your writing, most articles and presentations will also require to look up some special topics.

Название: Frame Theory in Data Science
Автор: Zhihua Zhang, Palle E.T. Jorgensen
Издательство: Springer
Год: 2024
Страниц: 262
Язык: английский
Формат: pdf (true), epub
Размер: 39.3 MB

This book establishes brand-new frame theory and technical implementation in Data Science, with a special focus on spatial-scale feature extraction, network dynamics, object-oriented analysis, data-driven environmental prediction, and climate diagnosis. Given that Data Science is unanimously recognized as a core driver for achieving Sustainable Development Goals of the United Nations, these frame techniques bring fundamental changes to multi-channel data mining systems and support the development of digital Earth platforms. This book integrates the authors' frame research in the past twenty years and provides cutting-edge techniques and depth for scientists, professionals, and graduate students in Data Science, applied mathematics, environmental science, and geoscience. In this book, we have established the theory of Dirac frames, polynomial frames, quasiorthogonal frames, periodic frames, and frame trees, and characterized adaptive segmentation of data spectral domain by quasi-orthogonal and pseudo-project frame operators. As an emerging branch of statistical and Deep Learning, frame networks can automatically acquire novel knowledge from observation data through a statistical learning process and then makes reliable predictions and downscaling. A frame network consists of three layers: the input layer, the hidden layer, and the output layer, where various frames are embedded into each node of the hidden layer and frame coefficients are used as the weight of the directed edges from one node to another node.

Название: Linux Pocket Guide: Essential Commands, 4th Edition
Автор: Daniel J. Barrett
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 352
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

If you use Linux in your day-to-day work, then Linux Pocket Guide is the perfect on-the-job reference. This thoroughly updated 20th anniversary edition explains more than 200 Linux commands, including new commands for file handling, package management, version control, file format conversions, and more. In this concise guide, author Daniel Barrett provides the most useful Linux commands grouped by functionality. Whether you're a novice or an experienced user, this practical book is an ideal reference for the most important Linux commands. This book is a short guide, not a comprehensive reference. I cover important, useful aspects of Linux so you can work productively. I do not, however, present every single command and every last option (my apologies if your favorite was omitted), nor delve into detail about operating system internals. Short, sweet, and essential—that’s our motto. I focus on commands, those pesky little words you type on a command line to tell a Linux system what to do.

Название: Grokking Relational Database Design (MEAP v4)
Автор: Qiang Hao, Michail Tsikerdekis
Издательство: Manning Publications
Год: 2024
Страниц: 145
Язык: английский
Формат: epub
Размер: 24.7 MB

A friendly illustrated guide to designing and implementing your first database. Data is the backbone of computer science, and databases are the main way that data is stored, exchanged, manipulated, and managed. Whether you’re a software developer, a data scientist, or an enthusiastic business user looking to up your data analysis skills, it pays to learn how to create and query relational databases like MySQL, SQL Server, PostgreSQL, and Oracle. Grokking Relational Database Design will get you started! Grokking Relational Database Design teaches the art of database design through real-world projects, insightful illustrations, and action-oriented learning. Unlike many beginning database books that focus on the technical details of SQL and formal database theory, this book teaches you how to think about relational database design from the ground up, so you’ll create databases that are a joy to use for a long time. Everything in this book is reinforced by hands-on exercises and examples. You’ll quickly design, implement, and optimize a database for an e-commerce application like the ones you use every day. You’ll also explore how generative AI tools such as ChatGPT radically simplify the mundane tasks of database design. Suitable for self-taught programmers, engineers, data scientists, and business data users. No previous experience with relational databases required.

Название: Raspberry Pi OS System Administration: Ancillary Topics
Автор: Robert M. Koretsky
Издательство: CRC Press
Серия: Raspberry Pi OS System Administration with systemd
Год: 2025
Страниц: 293
Язык: английский
Формат: pdf (true)
Размер: 22.2 MB

The fourth volume in a new series exploring the basics of Raspberry Pi Operating System administration, this installment builds on the insights provided in Volumes 1, 2, and 3 to provide a compendium of easy-to-use and essential Raspberry Pi OS administration for the novice user, with specific focus on ancillary topics that can be used with the Raspberry Pi OS based upon upstream Debian Bookworm release, and the Raspberry Pi 5. The overriding idea behind 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 these three foundation stones of computer operation and management: computer system concurrency, virtualization, and secure persistence. This book is aimed at students and practitioners looking to maximize their use of the Raspberry Pi OS. With plenty of practical examples, projects, and exercises, this volume can also be adopted in a more formal learning environment to supplement and extend the basic knowledge of a Linux operating system.

Название: Learn SQL in a Month of Lunches (MEAP v13)
Автор: Jeff Iannucci
Издательство: Manning Publications
Год: 2024
Страниц: 312
Язык: английский
Формат: epub
Размер: 47.7 MB

Use SQL to get the data you need in no time at all! Learn to read and write basic queries, troubleshoot common problems, and control your own business data in just 24 short lessons–no programming experience required! This book is designed for all SQL beginners, including those who are not necessarily software developers. It emphasizes practical ways to use SQL, rather than theoretical, helping you quickly assimilate the basics needed to begin implementing what you’ve learned. If you know how to use Windows or MacOS and have experience using spreadsheet applications, then you absolutely are ready to start learning how to use SQL to read and manipulate data, create database objects, and more. Each chapter of this book is short enough to complete within an hour, whether that be during lunchtime or some other part of your day. Month of Lunches books are also designed to help you be immediately effective, so by the second chapter you will already have written your first SQL statement and examined its core components. Subsequent chapters will focus on teaching skills that you can apply to real-life scenarios and will include plenty of exercises to help you reinforce what you have learned.

Название: Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science
Автор: Inam Ullah, Inam Ullah Khan, Mariya Ouaissa
Издательство: CRC Press
Год: 2024
Страниц: 253
Язык: английский
Формат: pdf (true)
Размер: 16.0 MB

Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science mainly focuses on the techniques of Artificial Intelligence (AI), Internet of Things (IoT) and Data Science for future communications systems. The goal of AI, IoT and data science for future communications systems is to create a venue for industry and academics to collaborate on the development of network and system solutions based on Data Science, AI and IoT. Recent breakthroughs in IoT, mobile and fixed communications and computation have paved the way for a data‑centric society of the future. New applications are increasingly reliant on machine‑to‑machine connections, resulting in unusual workloads and the need for more efficient and dependable infrastructures. Such a wide range of traffic workloads and applications will necessitate dynamic and highly adaptive network environments capable of self‑optimization for the task at hand while ensuring high dependability and ultra‑low latency. Networking devices, sensors, agents, meters and smart vehicles/systems generate massive amounts of data, necessitating new levels of security, performance and dependability. Such complications necessitate the development of new tools and approaches for providing successful services, management and operation. Data Science is basically utilized to extract meaningful information generated by Artificial Intelligence of Things (AIoT) devices. This will open new opportunities for researchers, engineers and scientists. The merger of AI, IoT and Data Science will enhance communication systems. This book provides detailed information about future communication systems. Also, it explains the relationship between AI, IoT and Data Science.

Название: Getting Great Results with Excel Pivot Tables, PowerQuery and PowerPivot
Автор: Thomas Fragale
Издательство: Wiley
Год: 2024
Страниц: 304
Язык: английский
Формат: pdf (true)
Размер: 11.3 MB

Get more out of your data with step-by-step tutorials for the Excel features you need to know. Excel is still the most popular tool for organizing and analyzing data, and today's professionals are expected to have a high degree of fluency with it. Complex Excel tools like Pivot Tables, PowerQuery, and PowerPivot can help you manage and report on data the way you need to. Getting Great Results with Excel Pivot Tables, PowerQuery and PowerPivot offers a fresh look at how these tools can help you. Author and Microsoft Certified Trainer Thomas Fragale breaks down the topics into easy-to-use steps and screenshots, so you'll be able to put your advanced Excel skills into practice right away. Using Pivot Tables, PowerQuery, and PowerPivot, you can import, sort, transform, summarize, and present your data, all without having to be a programmer. This book takes the technical jargon out of using these features, so you can do your job more efficiently, bring value to your teams, and advance your career. The plain-English instructions inside will help anyone learn to get quick, meaningful results from your data, without having a degree in computing. Microsoft Excel has great tools to help you manage your data and to report on that data the way you want to see it. Using pivot tables, Power Query, and PowerPivot, you can pull in data from many sources. You can also clean up and prepare your data, summarize your data in many ways, analyze your data by adding formulas, create visually appealing and interactive dashboards, and get real results from your data.