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Название: Efficient MySQL Performance (Early Release)
Автор: Daniel Nichter
Издательство: O’Reilly Media, Inc.
Год: 2021-09-15: Fourth Release
Формат: ePUB
Страниц: 362
Размер: 10 Mb
Язык: English

You'll find several books on MySQL basics today, but only one that covers advanced MySQL performance--and nothing in between. That's because explaining MySQL performance without addressing its complexity is difficult. This practical book bridges the gap by teaching developers mid-level MySQL knowledge beyond the fundamentals, but well shy of deep-level internals required by DBAs.

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.

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.

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.

Название: Data Management at Scale: Best Practices for Enterprise Architecture
Автор: Piethein Strengholt
Издательство: O’Reilly
Год: 2020
Формат: True PDF, ePUB
Страниц: 348
Размер: 15,5 Mb, 10 Mb
Язык: English

As data management and integration continue to evolve rapidly, storing all your data in one place such as a data warehouse is no longer scalable. In the very near future, data will need to be distributed and available for several technological solutions. With this practical book, you’ll learn how to migrate your enterprise from a complex and tightly coupled data landscape to a more flexible architecture ready for the modern world of data consumption.

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.

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.

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.

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.

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.