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Название: Object Oriented Data Analysis
Автор: J.S. Marron and Ian L. Dryden
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 437
Размер: 33,3 Mb
Язык: English

Object Oriented Data Analysis is a framework that facilitates inter-disciplinary research through new terminology for discussing the often many possible approaches to the analysis of complex data. Such data are naturally arising in a wide variety of areas. This book aims to provide ways of thinking that enable the making of sensible choices.
The main points are illustrated with many real data examples, based on the authors' personal experiences, which have motivated the invention of a wide array of analytic methods.

Название: Exam Ref MS-700 Managing Microsoft Teams
Автор: Ed Fisher
Издательство: Microsoft Press/Pearson Education
Год: 2022
Страниц: 192
Язык: английский
Формат: epub
Размер: 10.18 MB

Prepare for Microsoft Exam MS-700 demonstrate your real-world knowledge of Microsoft Teams planning, deployment, configuration, management, security, troubleshooting, and more. Designed for professionals with Microsoft Teams experience, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft 365 Certified: Teams Administrator Associate level. Exam MS-700 focuses on knowledge needed to plan and configure Microsoft Teams network, security, and compliance settings; identify licensing requirements; plan and implement governance and lifecycle management; configure and manage external users, guest users, and devices; create and manage teams; plan and manage channels; manage chat and collaboration experiences; manage apps.

Название: Learning Modern Linux (Early Release)
Автор: Michael Hausenblas
Издательство: O’Reilly Media
Год: 2021
Формат: ePUB
Страниц: 97
Размер: 10 Mb
Язык: English

Whether you're new to Linux or have some experience, this practical book shows you how to master various tasks with this operating system--not just system administration. Cloud native professionals including developers, architects, DevOps practitioners, and site reliability engineers will learn how to use and program Linux in different modern environments, from embedded systems such as the Raspberry Pi to the virtual machine of your cloud provider of choice.

Название: Big Data and Mobility as a Service
Автор: Haoran Zhang, Xuan Song
Издательство: Elsevier
Год: 2022
Страниц: 308
Язык: английский
Формат: pdf (true)
Размер: 62.7 MB

Big Data and Mobility as a Service explores MaaS platforms that can be adaptable to the ever-evolving mobility environment. It looks at multi-mode urban crowd data to assess urban mobility characteristics, their shared transportation potential, and their performance conditions and constraints. The book analyzes the roles of multimodality, travel behavior, urban mobility dynamics and participation. Combined with insights on using Big Data to analyze market and policy decisions, this book is an essential tool for urban transportation management researchers and practitioners. Big Data is made up of larger, complex datasets that originate from increasingly new sources of data. These datasets are so massive that the abilities of traditional data processing software are insufficient to manage them.

Название: Driving Digital Transformation Through Data and AI: A Practical Guide to Delivering Data Science and Machine Learning Products
Автор: Alexander Borek, Nadine Prill
Издательство: Kogan Page
Год: 2020
Страниц: 265
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Leading tech companies such as Netflix, Amazon and Uber use data science and Machine Learning at scale in their core business processes, whereas most traditional companies struggle to expand their machine learning projects beyond a small pilot scope. This book enables organizations to truly embrace the benefits of digital transformation by anchoring data and AI products at the core of their business.

Название: EXCEL 2019 PROJECT BOOK: Spreadsheets. Databases. Case Studies
Автор: Gary Bronson, Jeffrey Hsu
Издательство: Mercury Learning and Information
Год: 2021
Формат: PDF
Страниц: 180
Размер: 21,7 Mb
Язык: English

Designed as a project and case-oriented approach to learning Excel, the emphasis of this book is on learning by doing. The book presents a series of progressively reinforcing problem sets, which allow the exploration of real-life business problems. First, the background, theory, formulas, and calculations arediscussed, followed by the design of Excel spreadsheets, which support the creation of effective spreadsheets for these applications. Finally, the proper solution and other related aspects are discussed, forming a cohesive set of practical application problems. Some of the topics explored include amortization tables, weighted averages, cash flows, payroll calculations, break even analysis, and spreadsheet databases. Excel techniques include formulas and functions, cell addressing, conditional and lookup functions, graphs, sorting, and filtering.

Название: Command line text processing with GNU Coreutils
Автор: Sundeep Agarwal
Издательство: Leanpub
Год: 2021-10-08
Страниц: 111
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

You might be already aware of popular coreutils commands like head, tail, tr, sort, etc. This book will teach you more than twenty of such specialized text processing tools provided by the GNU coreutils package. Any beginner learning Linux command line tools would come across cat within the first week. Sooner or later, they'll come to know popular text processing tools like grep, head, tail, tr, sort, etc. If you were like me, you'd come across sed and awk, shudder at their complexity and prefer to use a scripting language like Perl and text editors like Vim instead (don't worry, I've already corrected that mistake). Knowing power tools like grep, sed and awk can help solve most of your text processing needs.

Название: Exam Ref MD-101 Managing Modern Desktops, 2nd Edition
Автор: Andrew Bettany, Andrew Warren
Издательство: Microsoft Press/Pearson Education
Год: 2022
Страниц: 288
Язык: английский
Формат: epub
Размер: 48.7 MB

Prepare for Microsoft Exam MD-101―and help demonstrate your real-world mastery of skills and knowledge required to manage modern Windows 10 desktops. Designed for Windows administrators, Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified Associate level. Exam MD-101 focuses on knowledge needed to plan a Windows 10 deployment; plan and implement Windows 10 with Windows Autopilot and MDT; manage accounts, VPN connections, and certificates; implement device compliance policies; configure device profiles; manage user profiles etc.

Название: Data Processing and Modeling with Hadoop: Mastering Hadoop Ecosystem Including ETL, Data Vault, DMBok, GDPR, and Various Data-Centric Tools
Автор: Vinicius Aquino do Vale
Издательство: BPB Publications
Год: 2022
Страниц: 358
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Understand data in a simple way using a data lake. The book 'Data Processing and Modeling with Hadoop' explains how a distributed system works and its benefits in the big data era in a straightforward and clear manner. After reading the book, you will be able to plan and organize projects involving a massive amount of data. The book describes the standards and technologies that aid in data management and compares them to other technology business standards. The reader receives practical guidance on how to segregate and separate data into zones, as well as how to develop a model that can aid in data evolution. It discusses security and the measures that are utilized to reduce the impact of security. Self-service analytics, Data Lake, Data Vault 2.0, and Data Mesh are discussed in the book.

Название: Modern Analytics Platforms: The Journey to Enterprise Agility
Автор: George Mount
Издательство: O’Reilly Media, Inc.
Год: 2021-10-12
Язык: английский
Формат: epub
Размер: 10.2 MB

As opposed to earlier analytics strategies, IT professionals now seek to collect data as is from any possible source of value. This data can be in a variety of formats, so few predefined rules or relationships are established for ingestion. Depending on the data size, data is processed in batch over discrete time periods, or in streams and events near real time. Because data cleaning is the last step, this process is sometimes referred to as extract-load-transform (ELT), as opposed to the ETL of earlier architectures. For data scientists and other technical professionals, faster access to more and more dynamic data better enables the rapid development of training sets of data for Machine Learning models. The ELT process allows for the construction of Machine Learning models, where computers are able to improve performance as more data is passed to them.