Название: Introduction to Environmental Data Science
Автор: William W. Hsieh
Издательство: Cambridge University Press
Год: 2023
Страниц: 649
Язык: английский
Формат: pdf
Размер: 30.9 MB

Statistical and Machine Learning methods have many applications in the environmental sciences, including prediction and data analysis in meteorology, hydrology and oceanography; pattern recognition for satellite images from remote sensing; management of agriculture and forests; assessment of climate change; and much more. With rapid advances in Machine Learning in the last decade, this book provides an urgently needed, comprehensive guide to Machine Learning and statistics for students and researchers interested in environmental Data Science. It includes intuitive explanations covering the relevant background mathematics, with examples drawn from the environmental sciences. A broad range of topics is covered, including correlation, regression, classification, clustering, neural networks, random forests, boosting, kernel methods, evolutionary algorithms and Deep Learning, as well as the recent merging of Machine Learning and physics. End"‘of"‘chapter exercises allow readers to develop their problem-solving skills, and online datasets allow readers to practise analysis of real data.

Название: Engineering Document Control, Correspondence and Information Management (Includes Software Selection Guide) for All
Автор: Huw R. Grossmith
Издательство: Xlibris
Год: 2023
Страниц: 587
Язык: английский
Формат: pdf
Размер: 17.9 MB

The book is the Who, What, When, Where, How and, very importantly, Why of Engineering Document Control with related "metadata" management and includes a comprehensive software guide, and free Access based DC software tool (time limited) with examples and drills etc. Since the late 1980’s, the introduction of computers has typically pushed the production of engineering documents from drafting board paper copies to electronic CAD system files. Document Control has also evolved from processing large volumes of paper to controlling many electronic files. Thrown into the mix is the evolution of Document Control from a manual card system into quite sophisticated database or web-based systems. The introduction of new technology has given some great advantages in how we conduct business, but Document Control has a number of very basic fundamentals that shouldn’t be ignored. The creation of documents, typically the project phase, is a about tracking the document through the approval stages and ensuring that it gets sent to all those who need copies. Maintenance of documents, typically the operations phase, is about the upkeep of controlled copies of latest revisions and control of the native files. Over the last decade, Electronic Document Management Systems (EDMS) or Electronic Content Management (ECM) systems have become more prevalent in organisations and are aimed at the organisation, collaboration and retention of electronic files and records.

Название: The Complete Windows 10 User Manual - 17th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 286
Язык: английский
Формат: pdf
Размер: 145.3 MB

Everything you need to master Windows 10. Fully updated to include the best features of Windows 10, this is your complete guide to getting the best from the most popular operating system in the world, powering over 900 million devices. This complete manual for Windows 10 features hundreds of tutorials, guides and tips, making it the best way to get more from Windows 10 every time you use it. Our carefully selected guides, tips and tutorials cover everything, from using the core apps and features to keeping your PC safe and making more of Windows 10. Inside we show you everything you need to know to get started with Microsoft's latest operating system. No matter if you are a long time PC user or a complete Windows novice booting up your first laptop, there is something new to learn inside!

Название: My Windows 11 Computer for Seniors
Автор: Michael Miller
Издательство: Pearson Education/AARP
Год: 2022
Страниц: 762
Язык: английский
Формат: pdf
Размер: 55.2 MB

Easy, clear, readable, and focused on what you want to do. Step-by-step instructions for the tasks you care about most. Large, full-color, close-up photos show you exactly what to do. Over the years, you've learned a lot. Now, learn Windows 11! We've brought together all the Windows 11 skills you need to stay connected and safe, express your creativity, find new passions, and live a better, healthier life. Our crystal-clear instructions respect your smarts but never assume you're an expert. Big, colorful photos on nearly every page make this book incredibly easy to read and use!

Название: PostgreSQL 15 изнутри
Автор: Рогов Е.В.
Издательство: ДМК Пресс
Год: 2023
Страниц: 664
Язык: русский
Формат: pdf
Размер: 12.7 MB

В книге рассматривается внутреннее устройство СУБД PostgreSQL: детали реализации многоверсионности и изоляции на основе снимков данных, включая процедуру очистки неактуальных версий строк; буферный кеш и журнал предзаписи; использование блокировок различных уровней; планирование и выполнение SQL-запросов; принципы расширяемости и особенности имеющихся индексных методов доступа. Большое внимание уделяется возможностям, предоставляемым для самостоятельного изучения механизмов функционирования PostgreSQL. В настоящем издании учтены замечания читателей и исправлены опечатки, а также отражены изменения, произошедшие в версии PostgreSQL 15.

Название: Practical Linux System Administration: A Guide to Installation, Configuration, and Management (Fourteenth Early Release)
Автор: Ken Hess
Издательство: O’Reilly Media, Inc.
Год: 2023-03-23
Страниц: 274
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

This essential guide covers all aspects of Linux system administration, from user maintenance, backups, filesystem housekeeping, storage management, and network setup to hardware and software troubleshooting and some application management. It's both a practical daily reference manual for sysadmins and IT pros and a handy study guide for those taking Linux certification exams. Linux system administration means different things to different people. Administration, for this book, means the daily actions that a Linux system administrator must take to manage and support users, maintain system health, implement best practices for security, install software, and perform housekeeping tasks. You’ll spend a significant portion of your time at the command line, also known as the command line interface (CLI).

Название: The Complete Linux Coding Manual - 17th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 148
Язык: английский
Формат: pdf
Размер: 60.0 MB

Узнайте все, что вам нужно знать, чтобы освоить кодирование с помощью ОС Linux! Те, кто ввел мир открытого кода в свою цифровую жизнь, считают эту замечательную операционную систему и доступные бесплатные программы, которые она предлагает, глотком свежего воздуха. Linux предлагает пользователю быструю, безопасную среду для работы и игр, свободную от раздутого программного обеспечения. Вы не только можете настроить ее по своему вкусу, но и наслаждаться превосходной повседневной настольной операционной системой, разработанной сообществом пользователей-единомышленников. Присоединяйтесь к нашей команде экспертов, и они проведут вас по новым руководствам и учебным материалам, чтобы помочь вам пополнить свои знания с каждым новым выпуском.

Название: Essential Statistics for Data Science: A Concise Crash Course
Автор: Mu Zhu
Издательство: Oxford University Press
Год: 2023
Страниц: 177
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Essential Statistics for Data Science: A Concise Crash Course is for students entering a serious graduate program or advanced undergraduate teaching in data science without knowing enough statistics. The three part text introduces readers to the basics of probability and random variables and guides them towards relatively advanced topics in both frequentist and Bayesian in a matter of weeks.Part I, Talking Probability explains the statistical approach to analysing data with a probability model to describe the data generating process. Part II, Doing Statistics demonstrates how the unknown quantities in data i.e. it's parameters is applicable in statistical interference. Part III, Facing Uncertainty explains the importance of explicity describing how much uncertainty is caused by parameters with intrinsic scientific meaning and how to take that intoaccount when making decisions.Essential Statistics for Data Science: A Concise Crash Course provides an in-depth introduction for beginners, while being more focused than a typical undergraduate text, but still lighter and more accessible than an average graduate text. At the frontier of statistics, Data Science, or Machine Learning, the probability models used to describe the data-generating process can be pretty complex.

Название: Designing Data Governance from the Ground Up: Six Steps to Build a Data-Driven Culture
Автор: Lauren Maffeo
Издательство: Pragmatic Bookshelf
Год: January 2023 (Version: P1.0)
Страниц: 191
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Businesses own more data than ever before, but it’s of no value if you don’t know how to use it. Data governance manages the people, processes, and strategy needed for deploying data projects to production. But doing it well is far from easy: Less than one fourth of business leaders say their organizations are data driven. In Designing Data Governance from the Ground Up, you’ll build a cross-functional strategy to create roadmaps and stewardship for data-focused projects, embed data governance into your engineering practice, and put processes in place to monitor data after deployment. In the last decade, the amount of data people produced grew 3,000 percent. Most organizations lack the strategy to clean, collect, organize, and automate data for production-ready projects. Without effective data governance, most businesses will keep failing to gain value from the mountain of data that’s available to them. There’s a plethora of content intended to help DataOps and DevOps teams reach production, but 90 percent of projects trained with Big Data fail to reach production because they lack governance.

Название: Data Mining: Concepts and Techniques, 4th Edition
Автор: Jiawei Han, Jian Pei, Hanghang Tong
Издательство: Morgan Kaufmann/Elsevier
Год: 2023
Страниц: 786
Язык: английский
Формат: pdf (true)
Размер: 19.4 MB

Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data , or KDD . It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets. After an introduction to the concept of data mining, the authors explain the methods for preprocessing, characterizing, and warehousing data. They then partition the data mining methods into several major tasks, introducing concepts and methods for mining frequent patterns, associations, and correlations for large data sets; data classificcation and model construction; cluster analysis; and outlier detection. Concepts and methods for deep learning are systematically introduced as one chapter. Finally, the book covers the trends, applications, and research frontiers in data mining.