Название: Data Driven Decision Making using Analytics (Computational Intelligence Techniques)
Автор: Edited By Parul Gandhi, Surbhi Bhatia, Kapal Dev
Издательство: CRC Press
Год: 2022
Формат: True PDF
Страниц: 150
Размер: 11.6 Mb
Язык: English

This book aims to explain Data Analytics towards decision making in terms of models and algorithms, theoretical concepts, applications, experiments in relevant domains or focused on specific issues. It explores the concepts of database technology, machine learning, knowledge-based system, high performance computing, information retrieval, finding patterns hidden in large datasets and data visualization. Also, it presents various paradigms including pattern mining, clustering, classification, and data analysis. Overall aim is to provide technical solutions in the field of data analytics and data mining.

Название: Master Your Data with Power Query in Excel and Power BI: Leveraging Power Query to Get & Transform Your Task Flow, 2nd Edition
Автор: Miguel Escobar
Издательство: Holy Macro! Books
Год: 2021
Страниц: 386
Язык: английский
Формат: pdf (true), epub
Размер: 33.5 MB

Power Query is the amazing new data cleansing tool in both Excel and Power BI Desktop. Do you find yourself performing the same data cleansing steps day after day? Power Query will make it faster to clean your data the first time. While Power Query is powerful, the interface is subtle—there are tools hiding in plain sight that are easy to miss. Go beyond the obvious and take Power Query to new levels with this book.

Название: Программирование командных оболочек в Unix, Linux и OS X
Автор: Стефан Кочан, Патрик Вуд
Издательство: Диалектика
Год: 2017
Формат: pdf
Страниц: 434
Размер: 21 Мб
Язык: русский

Это полностью обновленное издание классического пособия по программированию командных оболочек в системах Unix. Следуя методике изложения материала, принятой в первоначальном издании, авторы книги уделили основное внимание стандартной оболочке POSIX, поясняя особенности разработки полезных программ в этой удобной среде, чтобы извлечь максимальную пользу из потенциала, заложенного в основу Unix и подобных ей операционных систем.

Название: The Digital Journey of Banking and Insurance, Volume I-III
Автор: Volker Liermann, Claus Stegmann
Издательство: Palgrave Macmillan
Год: 2021
Формат: PDF
Страниц: 349+361+278
Размер: 30 Mb
Язык: English

The Digital Journey of Banking and Insurance, Volume I Disruption and DNA
The Digital Journey of Banking and Insurance, Volume II Digitalization and Machine Learning
The Digital Journey of Banking and Insurance, Volume III Data Storage, Data Processing and Data Analysis

Название: Periodic Pattern Mining: Theory, Algorithms, and Applications
Автор: R. Uday Kiran, Philippe Fournier-Viger
Издательство: Springer
Год: 2021
Страниц: 263
Язык: английский
Формат: pdf (true), epub
Размер: 38.7 MB

This book provides an introduction to the field of periodic pattern mining, reviews state-of-the-art techniques, discusses recent advances, and reviews open-source software. Periodic pattern mining is a popular and emerging research area in the field of data mining. It involves discovering all regularly occurring patterns in temporal databases. One of the major applications of periodic pattern mining is the analysis of customer transaction databases to discover sets of items that have been regularly purchased by customers. Discovering such patterns has several implications for understanding the behavior of customers. Since the first work on periodic pattern mining, numerous studies have been published and great advances have been made in this field. The book consists of three main parts: introduction, algorithms, and applications.

Название: Storage Systems: Organization, Performance, Coding, Reliability, and Their Data Processing
Автор: Alexander Thomasian
Издательство: Morgan Kaufmann/Elsevier
Год: 2022
Страниц: 748
Язык: английский
Формат: pdf (true), epub
Размер: 11.3 MB, 10.2 MB

Storage Systems: Organization, Performance, Coding, Reliability and Their Data Processing covers the coding, reliability and performance of popular RAID organizations: RAID1 mirrored disks, RAID5/6/7 1/2/3-disk failure tolerant - 1/2/3DFT arrays. Readers will learn about the storage of files, SQL and NoSQL databases on disk and SSD to achieve higher efficiency. As data compression, deduplication and encryption techniques for storage systems have led to new technologies, startups and techniques to save power in storage and server systems, the book discusses Fast Array of Wimpy Nodes (FAWN) at CMU, RAMCloud at Stanford, and key-value flash Lightstore at MIT, along with several storage proposals.

Название: Data Analytics: Systems Engineering - Cybersecurity - Project Management
Автор: Christopher Greco
Издательство: Mercury Learning and Information
Год: 2021
Формат: True PDF
Страниц: 147
Размер: 10 Mb
Язык: English

Data analytics is creeping into the lexicon of our daily language. This book gives the reader a perspective as to the overall data analytics skill set, starting with a primer on statistics, and works toward the application of those methods. There are a variety of formulas and algorithms used in the data analytics process. These formulas can be plugged into whatever software application the reader uses to obtain the answer they need.

Название: The Informed Company: How to Build Modern Agile Data Stacks that Drive Winning Insights
Автор: Dave Fowler, Matt David
Издательство: Wiley
Год: 2022
Страниц: 259
Язык: английский
Формат: pdf (true), epub
Размер: 18.9 MB

Learn how to manage a modern data stack and get the most out of data in your organization! Thanks to the emergence of new technologies and the explosion of data in recent years, we need new practices for managing and getting value out of data. In the modern, data driven competitive landscape the "best guess" approach—reading blog posts here and there and patching together data practices without any real visibility—is no longer going to hack it. The Informed Company provides definitive direction on how best to leverage the modern data stack, including cloud computing, columnar storage, cloud ETL tools, and cloud BI tools. You'll learn how to work with Agile methods and set up processes that's right for your company to use your data as a key weapon for your success . . .

Название: Postgres. Первое знакомство, 7-е изд.
Автор: Лузанов Павел, Рогов Егор, Левшин Игорь
Издательство: Постгрес Профессиональный
Год: 2021
Страниц: 181
Язык: русский
Формат: pdf (true)
Размер: 10,1 MB

PostgreSQL - это наиболее полнофункциональная, свободно распространяемая СУБД с открытым кодом. Разработанная в академической среде, за долгую историю сплотившая вокруг себя широкое сообщество разработчиков, эта СУБД обладает всеми возможностями, необходимыми большинству заказчиков. PostgreSQL активно применяется по всему миру для создания критичных бизнес-систем, работающих под большой нагрузкой. Из книги «Postgres: первое знакомство» можно получить базовые сведения об устройстве и основных особенностях PostgreSQL, об истории его создания и планах развития, а также практические сведения по установке PostgreSQL и начале работы с ним под Windows и Linux. Она предназначена для начинающих работать с PostgreSQL и просто интересующихся его возможностями.

Название: Tensors for Data Processing: Theory, Methods, and Applications
Автор: Yipeng Liu
Издательство: Academic Press, Elsevier
Год: 2022
Страниц: 598
Язык: английский
Формат: pdf (true)
Размер: 17.9 MB

Tensors for Data Processing: Theory, Methods and Applications presents both classical and state-of-the-art methods on tensor computation for data processing, covering computation theories, processing methods, computing and engineering applications, with an emphasis on techniques for data processing. This reference is ideal for students, researchers and industry developers who want to understand and use tensor-based data processing theories and methods.