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 Название: Windows Internals, Part 1-2, 7th Edition
Автор: Andrea Allievi, Alex Ionescu, Mark E. Russinovich, David A. Solomon
Издательство: Microsoft Press, Pearson
Год: 2017-2022
Формат: True PDF, ePUB
Страниц: 800+1777
Размер: 58,2 Mb, 64,3 Mb
Язык: English
The definitive guide to modern Windows internals: new coverage of virtualization, file systems, boot, security, and more.
For advanced computing professionals, this is the definitive up-to-date guide to how Windows core components behave “under the hood.” Using it, experienced developers can build more powerful and scalable software, administrators can debug complex system and performance problems, and security researchers can harden their systems. This Seventh Edition is fully updated through the May 2021 (21H1/2104) updates to Windows 10 and Windows Server (2022, 2019, and 2016). It adds extensive content on Hyper-V, plus fully rewritten chapters on the boot process, new storage technologies, and Windows system and management mechanisms. As always, it delivers unparalleled insight based on insider access to Microsoft source code, with hands-on experiments using the latest debugging tools to show you Windows’ internal behaviors firsthand. With Windows 11 introducing new user interface design elements that build upon the same core technologies as Windows 10, readers will be well-prepared for this new chapter of computing. | |
Разместил: vitvikvas 15-09-2021, 14:26 | Комментарии: 0 | Подробнее
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 Название: Tensor Computation for Data Analysis
Автор: Yipeng Liu, Jiani Liu, Zhen Long, Ce Zhu
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 347
Размер: 10 Mb
Язык: English
Tensor is a natural representation for multi-dimensional data, and tensor computation can avoid possible multi-linear data structure loss in classical matrix computation-based data analysis.
This book is intended to provide non-specialists an overall understanding of tensor computation and its applications in data analysis, and benefits researchers, engineers, and students with theoretical, computational, technical and experimental details. It presents a systematic and up-to-date overview of tensor decompositions from the engineer's point of view, and comprehensive coverage of tensor computation based data analysis techniques. In addition, some practical examples in machine learning, signal processing, data mining, computer vision, remote sensing, and biomedical engineering are also presented for easy understanding and implementation. These data analysis techniques may be further applied in other applications on neuroscience, communication, psychometrics, chemometrics, biometrics, quantum physics, quantum chemistry, etc. | |
Разместил: vitvikvas 12-09-2021, 13:17 | Комментарии: 0 | Подробнее
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 Название: Segmentation Analytics with SAS Viya: An Approach to Clustering and Visualization
Автор: Randall S. Collica
Издательство: SAS Institute Inc.
Год: 2021
Страниц: 136
Язык: английский
Формат: pdf (true), epub
Размер: 18.8 MB, 20.9 MB
Better understand your customers using segmentation analytics in SAS Viya! Segmentation Analytics with SAS Viya: An Approach to Clustering and Visualization demonstrates the use of clustering and machine learning methods for the purpose of segmenting customer or client data into useful categories for marketing, market research, next best offers by segment, and more. This book highlights the latest and greatest methods available that show the power of SAS Viya while solving typical industry issues. Packed with real-world examples, this book provides readers with practical methods of using SAS Visual Data Mining and Machine Learning (VDMML), SAS Model Studio, SAS Visual Statistics, SAS Visual Analytics, and coding in SAS Studio for segmentation model development and analysis. This book is designed for analysts, data miners, and data scientists who need to use the all in-memoryplatform of SAS Viya for the purposes of clustering and segmentation. Understanding how customers behave is a primary objective of most organizations, and segmentation is a key analytic method for achieving that objective. | |
Разместил: Ingvar16 11-09-2021, 21:23 | Комментарии: 0 | Подробнее
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 Название: Изучаем SQL. Генерация, выборка и обработка данных, 3-изд
Автор: Болье Алан
Издательство: Диалектика
Год: 2021
Формат: PDF
Страниц: 404
Размер: 36 Mb
Язык: Русский
Нынешний век можно без преувеличения назвать веком информации, но информация без возможности ее выборки и обработки - это не более чем просто набор байтов в хранилищах данных. Такую возможность эффективной выборки и обработки данных уже несколько десятилетий предоставляет разработчикам язык SQL. Он тесно связан с реляционными базами данных. Но несмотря на это в последнее время, когда все большее значение приобретают большие объемы данных, упомянутый язык развивается таким образом, чтобы облегчить поиск данных в базах данных, построенных на различных технологиях. Данная книга отличается широким охватом как тем (от азов SQL до таких сложных вопросов, как аналитические функции и работа с большими базами данных), так и конкретных баз данных (MySQL, Oracle Database, SQL Server) и особенностей реализации тех или иных функциональных возможностей SQL на этих серверах. Книга идеально подходит в качестве учебника для начинающего разработчика в области баз данных. В ней описаны все возможные применения языка SQL и наиболее распространенные серверы баз данных. | |
Разместил: vitvikvas 10-09-2021, 10:13 | Комментарии: 0 | Подробнее
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 Название: SQL for Data Analysis: Advanced Techniques for Transforming Data into Insights (Final)
Автор: Cathy Tanimura
Издательство: O’Reilly Media, Inc.
Год: 2021
Страниц: 350
Язык: английский
Формат: epub
Размер: 10.28 MB
With the explosion of computing power, thanks to analytic databases and cloud data warehouses, SQL has become an even more robust and flexible tool for the savvy analyst or data scientist. This practical book reveals hidden ways to get the most out of your SQL workflow. You'll learn how to use both common and exotic SQL functions such as joins, window functions, subqueries, and regular expressions in new, innovative waysA Ac??as well as how to combine SQL techniques to accomplish your goals faster, with more understandable code. If you work with SQL databases, this is a must-have reference. SQL for Data Analysis covers useful applications such as: Cohort analysis Text analysis Anomaly detection Time series analysis Experiment analysis Creating complex datasets for further exploration in statistical and visualization tools And more. | |
Разместил: Ingvar16 10-09-2021, 03:30 | Комментарии: 0 | Подробнее
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 Название: Foundations of Data Science for Engineering Problem Solving
Автор: Parikshit Narendra Mahalle, Gitanjali Rahul Shinde
Издательство: Springer
Год: 2022
Страниц: 125
Язык: английский
Формат: pdf (true), epub
Размер: 22.7 MB
The book Foundations of Data Science for Engineering Problem Solving is envisioned to present the detailed and comprehensive overview of Data Science foundations including Data Science evolution, data collection, preparation, analysis of data using Machine Learning (ML) algorithm, data visualization and how Data Science can make better insights into various use cases in science and engineering. Data collection and preparation is the main part of any data science application which includes data exploration, various types of datasets, their classification based on the sources and types, data preprocessing phases and different tasks involved; web scrapping tools like Beautiful Soap, Scrapy and URLLIB are presented and discussed in the first part of the book. Visualization tools like Tableau, Matplotlib, Looker, Seaborn, PowerBI, IBM Cognos Analytics and their functioning are also discussed in detail in the second part of the book. | |
Разместил: Ingvar16 7-09-2021, 16:35 | Комментарии: 0 | Подробнее
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 Название: Using Artificial Neural Networks for Timeseries Smoothing and Forecasting: Case Studies in Economics
Автор: Jaromír Vrbka
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2021
Страниц: 197
Язык: английский
Формат: pdf (true), epub
Размер: 64.9 MB
The aim of this publication is to identify and apply suitable methods for analysing and predicting the time series of gold prices, together with acquainting the reader with the history and characteristics of the methods and with the time series issues in general. Both statistical and econometric methods, and especially Artificial Intelligence (AI) methods, are used in the case studies. The publication presents both traditional and innovative methods on the theoretical level, always accompanied by a case study, i.e. their specific use in practice. There is no doubt that artificial neural networks (ANN) have been attracting the attention of a large number of scientists, experts and the uninitiated from all over the world for many years. It is so due to their ability to imitate the central nervous systems of living organisms in a far better way than previous techniques. | |
Разместил: Ingvar16 5-09-2021, 16:29 | Комментарии: 0 | Подробнее
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 Название: The Self-Service Data Roadmap: Democratize Data and Reduce Time to insight, First Edition
Автор: Sandeep Uttamchandani
Издательство: O’Reilly
Год: 2020
Страниц: 287
Язык: английский
Формат: pdf (true), epub
Размер: 10.6 MB, 10.1 MB
Data-driven insights are a key competitive advantage for any industry today, but deriving insights from raw data can still take days or weeks. Most organizations can’t scale data science teams fast enough to keep up with the growing amounts of data to transform. What’s the answer? Self-service data. | |
Разместил: Ingvar16 4-09-2021, 05:11 | Комментарии: 0 | Подробнее
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 Название: An In-Depth Guide to Mobile Device Forensics
Автор: Chuck Easttom
Издательство: CRC Press
Год: 2022
Страниц: 249
Язык: английский
Формат: pdf (true)
Размер: 20.5 MB
Mobile devices are ubiquitous; therefore, mobile device forensics is absolutely critical. Whether for civil or criminal investigations, being able to extract evidence from a mobile device is essential. This book covers the technical details of mobile devices and transmissions, as well as forensic methods for extracting evidence. There are books on specific issues like Android forensics or iOS forensics, but there is not currently a book that covers all the topics covered in this book. Furthermore, it is such a critical skill that mobile device forensics is the most common topic the Author is asked to teach to law enforcement. This is a niche that is not being adequately filled with current titles. | |
Разместил: Ingvar16 2-09-2021, 16:38 | Комментарии: 0 | Подробнее
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 Название: Основы работы в Windows. Учебный справочник
Автор: Кремень Е.В., Кремень Ю.А.
Издательство: ТетраСистемс
Год: 2011
Cтраниц: 176
Формат: pdf
Размер: 16 мб
Язык: русский
Настоящее издание предназначено для обучения работе в операционной системе Windows. Прочитав эту книгу, читатель получит все необходимые знания об аппаратном и программном обеспечении персонального компьютера, научится работать с графическим интерфейсом и файловой системой Windows, приобретет навыки работы в текстовом редакторе, научится настраивать Windows при помощи Панели управления. | |
Разместил: rivasss 2-09-2021, 13:31 | Комментарии: 0 | Подробнее
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