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Название: Applications of Big Data and Artificial Intelligence in Smart Energy Systems: Volume 2
Автор: Neelu Nagpal, Hassan Haes Alhelou, Pierluigi Siano
Издательство: River Publishers
Год: 2023
Страниц: 250
Язык: английский
Формат: pdf (true)
Размер: 14.8 MB

In the era of propelling traditional energy systems to evolve towards smart energy systems, including power generation, energy storage systems, and electricity consumption have become more dynamic. The quality and reliability of power supply are impacted by the sporadic and rising use of electric vehicles, and domestic & industrial loads. Similarly, with the integration of solid state devices, renewable sources, and distributed generation, power generation processes are evolving in a variety of ways. Several cutting-edge technologies are necessary for the safe and secure operation of power systems in such a dynamic setting, including load distribution automation, energy regulation and control, and energy trading. This book covers the applications of various Big Data analytics, Artificial Intelligence, and machine learning technologies in smart grids for demand prediction, decision-making processes, policy, and energy management. The book delves into the new technologies such as the Internet of Things, blockchain, etc. for smart home solutions, and smart city solutions in depth in the context of the modern power systems. Artificial Intelligence (AI) cutting-edge technologies have emerged as valuable tools in various fields. Artificial Intelligence (AI) applications in combustion research are gaining traction and are being used to speed up product development toward more environmentally friendly and efficient combustion systems.

Название: Hands-On MySQL Administration: Managing MySQL on Premise and on the Cloud (Early Release)
Автор: Arunjith Aravindan, Jeyaram Ayyalusamy
Издательство: O’Reilly Media, Inc.
Год: 2023-10-12
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Geared to intermediate- to advanced-level DBAs and IT professionals looking to enhance their MySQL skills, this guide provides a comprehensive overview on how to manage and optimize MySQL databases. You'll learn how to create databases and implement backup and recovery, security configurations, high availability, scaling techniques, and performance tuning. Using practical techniques, tips, and real-world examples, authors Arunjith Aravindan and Jeyaram Ayyalusamy show you how to deploy and manage MySQL, Amazon RDS, Amazon Aurora, and Azure MySQL. By the end of the book, you'll have the knowledge and skills necessary to administer, manage, and optimize MySQL databases effectively.

Название: The Busy IT Manager's Guide to Data Recovery
Автор: Preston de Guise
Издательство: CRC Press
Год: 2024
Страниц: 142
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

No IT manager or worker enjoys being woken up the middle of the night over a system fault. But arguably the worst way to be awakened is over a situation where data loss has occurred – and the recovery is going wrong. The Busy IT Manager’s Guide to Data Recovery takes a razor focus on the details IT managers (and their teams) responsible for data recovery and resiliency within their business need to be aware of in the design of robust data protection systems. This book covers key architectural requirements of a data resilient system and the types of technology a business can deploy for data protection that maximises the potential for a successful recovery. Regardless of whether you’re an IT manager accountable for data recovery, or an IT worker responsible for data recovery, the goal of this book is to help you attain a more reliable data recovery posture within your business. While some of that may be driven by technology, it also comes down to understanding common challenges when planning and implementing resilient data protection systems.

Название: Practical Salesforce Architecture: Understanding and Deploying the Salesforce Ecosystem for the Enterprise (Final)
Автор: Paul McCollum
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 183
Язык: английский
Формат: True EPUB (Retail Copy)
Размер: 10.2 MB

Once renowned as a customer relationship management tool, Salesforce has evolved into a cloud-first application and capability ecosystem. With dedicated components for tasks such as middleware, Big Data, reporting, ETL, data loading, and API orchestration, Salesforce has become more prevalent in modern architectures. This concise yet comprehensive guide provides an overview of Salesforce architecture for enterprise architects and Salesforce ecosystem architects. Author Paul McCollum, Salesforce Technical Architect at Accenture, provides a roadmap for integrating major elements of the Salesforce ecosystem with planned or existing enterprise architecture. You'll learn how to use these components to address the diverse needs of different organizations. This book is intended to be a sort of Rosetta Stone for enterprise architects looking to gain knowledge of how the Salesforce ecosystem works at a macro level. The aim is to explain what the components of the very broad Salesforce offerings do. It will accomplish this by utilizing the classic and widely recognized enterprise systems and capability frameworks as reference points.

Название: Confident Data Science: Discover the Essential Skills of Data Science
Автор: Adam Ross Nelson
Издательство: Kogan Page
Серия: Confident Series
Год: 2023
Страниц: 409
Язык: английский
Формат: pdf (true), epub
Размер: 25.4 MB

The global data market is estimated to be worth $64 billion dollars, making it a more valuable resource than oil. But data is useless without the analysis, interpretation and innovations of data scientists. With Confident Data Science, learn the essential skills and build your confidence in this sector through key insights and practical tools for success. In this book, you will discover all of the skills you need to understand this discipline, from primers on the key analytic and visualization tools to tips for pitching to and working with clients. Adam Ross Nelson draws upon his expertise as a data science consultant and, as someone who made moved into the industry late in his career, to provide an overview of Data Science, including its key concepts, its history and the knowledge required to become a successful data scientist. Whether you are considering a career in this industry or simply looking to expand your knowledge, Confident Data Scienceis the essential guide to the world of Data Science. In the first biggest family of Data Science techniques there is supervised machine learning. Supervised Machine Learning involves generating an algorithm that can make its predictions based on patterns the algorithm learned (figuratively speaking) from training data.

Название: MYOB For Dummies, 9th Edition
Автор: Sonya Prosper
Издательство: For Dummies
Год: 2024
Страниц: 491
Язык: английский
Формат: pdf (true), epub
Размер: 22.1 MB

Unlock the power of MYOB with the ultimate handbook, MYOB for Dummies. MYOB is a business software platform that helps you manage your customers, supply chain, accounting, employees, finances and projects in one place. Looking for a hands-on guide that will show you how MYOB helps you manage everyday business tasks? Want practical tips for handling your finances (including payroll and tax reporting!) more easily? Comprehensively updated for the new MYOB Business, MYOB For Dummies shows you how to take full advantage of the online flexibility and handy features offered by Australia’s leading home-grown business management platform. Whether you’re new to MYOB Business or wanting to get more from AccountRight, this is your guide to becoming an MYOB master! You’ll learn, step by step, how to develop a customised workflow for all your bookkeeping and accounting tasks. With MYOB For Dummies, you’ll be able to make the most of MYOB’s real-time data insights―so you can run your business from anywhere and make better business decisions on the go.

Название: Getting Started With Ubuntu OS: A Ridiculously Simple Guide to the Linux Open Source Operating System
Автор: Scott La Counte
Издательство: Ridiculously Simple Books
Год: 2021
Страниц: 101
Язык: английский
Формат: epub
Размер: 13.3 MB

You’ve probably used Windows OS; maybe you’ve used MacOS. But Linux? Linux has been around for years, but it’s still relatively unused by the masses. This isn’t to say it isn’t powerful. Some argue that it’s more powerful than any OS out there. This book will cover arguably the most popular version of Linux: Ubuntu. The book is intended for beginners who have never used Ubuntu or are still considering whether or not they want to download it.

Название: Graph Database and Graph Computing for Power System Analysis
Автор: Renchang Dai, Guangyi Liu
Издательство: Wiley-IEEE Press
Год: 2024
Страниц: 514
Язык: английский
Формат: pdf (true), epub
Размер: 24.3 MB

Understand a new way to model power systems with this comprehensive and practical guide. Graph databases have become one of the essential tools for managing large data systems. Their structure improves over traditional table-based relational databases in that it reconciles more closely to the inherent physics of a power system, enabling it to model the components and the network of a power system in an organic way. The authors’ pioneering research has demonstrated the effectiveness and the potential of graph data management and graph computing to transform power system analysis. Graph Database and Graph Computing for Power System Analysis presents a comprehensive and accessible introduction to this research and its emerging applications. Programs and applications conventionally modeled for traditional relational databases are reconceived here to incorporate graph computing. The result is a detailed guide which demonstrates the utility and flexibility of this cutting-edge technology. Databases play an important role in scientific and non-scientific applications. In power system analysis, equipment such as generators, transmission lines, transformers, loads, shunt capacitors/reactors, circuit breakers, nodes, buses, and their properties are typically organized in structured tables in a database. In power system applications, relational databases are widely used to store and manage power system data and models.

Название: R в действии. Анализ и визуализация данных с использованием R и Tidyverse
Автор: Роберт И. Кабаков
Издательство: ДМК Пресс
Год: 2023
Cтраниц: 768
Формат: pdf
Размер: 39 мб
Язык: русский

R – золотой стандарт, ежедневно используемый исследователями по всему миру для самых разных вычислений и статистического анализа данных. Этот свободно распространяемый язык с открытым исходным кодом включает огромное количество пакетов самой разной направленности, от расширенной визуализации данных до глубокого обучения.

Название: Information Technology and Organizational Learning: Managing Behavioral Change in the Digital Age, 4th Edition
Автор: Arthur M. Langer
Издательство: CRC Press
Год: 2024
Страниц: 355
Язык: английский
Формат: pdf (true)
Размер: 14.3 MB

Because digital and Information Technology (IT) has become a more significant part of strategic advantage and workplace operations, information systems personnel have become key to the success of corporate enterprises, particularly with the pursuit of becoming more "digital." This book focuses on the vital role that technology must play in the course of organizational development and learning and on the growing need to integrate technology, particularly digital technology, fully into the culture of all organizations. Fundamentally this fourth edition takes an even stronger position than the previous editions that organizational learning is crucial to the success of what has been coined "digital transformation." Companies are struggling to understand what it means to "be digital." Their technology personnel go far beyond the traditional IT staff into areas such as Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP). These three functions now fall under the auspices of "Data Science," which is now at the center of allowing companies to become more data dominant as is necessary for survival.