Название: Data Science for Civil Engineering: A Beginner's Guide
Автор: Rakesh K. Jain, Prashant Shantaram Dhotre, Deepak Tatyasaheb Mane
Издательство: CRC Press
Год: 2023
Страниц: 251
Язык: английский
Формат: pdf (true)
Размер: 17.7 MB

This book explains use of Data Science-based techniques for modeling and providing optimal solutions to complex problems in civil engineering. It discusses civil engineering problems like air, water and land pollution, climate crisis, transportation infrastructures, traffic and travel modes, mobility services, and so forth. Divided into two sections, the first one deals with the basics of Data Science and essential mathematics while the second section covers pertinent applications in structural and environmental engineering, construction management, and transportation. The basic goal of Data Science is to find the proper patterns in the data that has been acquired or collected. To evaluate the data and gain insights from it, a variety of statistical methodologies are used. Data scientists must inspect their data throughout the process, from data extraction to backbiting and preprocessing. A data scientist’s other responsibilities include developing predictions based on the data. Data scientists are tasked with drawing inferences from data. Data scientists can use these insights to assist firms in making more informed and efficient business decisions.

Название: Learn SQL in a Month of Lunches (MEAP v5)
Автор: Jeff Iannucci
Издательство: Manning Publications
Год: 2023
Страниц: 117
Язык: английский
Формат: pdf (true)
Размер: 36.7 MB

Use SQL to get the data you need in no time at all! Learn to read and write basic queries, troubleshoot common problems, and control your own business data in just 24 short lessons–no programming experience required! This book is designed for all SQL beginners, including those who are not necessarily software developers. It emphasizes practical ways to use SQL, rather than theoretical, helping you quickly assimilate the basics needed to begin implementing what you’ve learned. If you know how to use Windows or MacOS and have experience using spreadsheet applications, then you absolutely are ready to start learning how to use SQL to read and manipulate data, create database objects, and more.

Название: Blockchain and Health: Transformation of Care and Impact of Digitalization
Автор: Jan Veuger
Издательство: Nova Science Publishers
Год: 2021
Страниц: 324
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

The secure storage of medical records is vital to any healthcare system. Relying solely on centralized servers increases the likelihood of sensitive information going public. Transparency and increased security of Blockchain technology make it an ideal platform for storing medical records. Patients can safely store their privacy-sensitive information by securing their data on a Blockchain using cryptography. This enables them to share their medical information with any healthcare institution with their approval. The healthcare system is currently very fragmented, but if all users were to use a secure global database, the flow of information between them would be much faster. A great advantage of a global database is that clients do not have to tell their story every time. A new revolution is taking place that is clearly different from the third industrial revolution (Internet, communication and globalization). This fourth industrial revolution involves a fusion of technologies such as biotechnology, nanotechnology, Artificial Intelligence, robotics, the Internet of Things, cloud computing and Blockchain. With this book in three chapters, we present the impact of Blockchain and digitization in healthcare with (1) a systematic literature review om implementing Blockchain solutions in health care and organizational consequences, (2) Blockchain in health care and (3) transformation of elderly care and impact of digitalization.

Название: The Enterprise Linux Administrator: Journey to a New Linux Career
Автор: Kenneth Hitchcock
Издательство: Apress
Год: 2023
Страниц: 607
Язык: английский
Формат: pdf (true)
Размер: 42.3 MB

Learn the basics, followed by the more advanced skills you will need to become an Enterprise Linux administrator. This book will prepare you to use Linux effectively with a clearer understanding of what is needed to successfully leverage new opportunities. After building a solid Linux knowledge foundation, you will learn how three major community Linux distributions are installed, configured, and used. The book will then guide you through all the different configurations a Linux administrator should know, along with some useful exercises for you to practice. Moving on, you will look at Enterprise Linux distributions, and how they are installed and configured. This will be the step that will elevate you from being a Linux administrator to an enterprise Linux administrator.

Название: Big Data Analytics and Intelligent Systems for Cyber Threat Intelligence
Автор: Yassine Maleh, Mamoun Alazab, Loai Tawalbeh
Издательство: River Publishers
Серия: River Publishers Series in Security and Digital Forensics
Год: 2023
Страниц: 310
Язык: английский
Формат: pdf (true)
Размер: 27.2 MB

In recent years, a considerable amount of effort has been devoted to cyber-threat protection of computer systems which is one of the most critical cybersecurity tasks for single users and businesses since even a single attack can result in compromised data and sufficient losses. Massive losses and frequent attacks dictate the need for accurate and timely detection methods. Current static and dynamic methods do not provide efficient detection, especially when dealing with zero-day attacks. For this reason, Big Data analytics and Machine Intelligence based techniques can be used. This book brings together researchers in the field of Big Data analytics and intelligent systems for cyber threat intelligence CTI and key data to advance the mission of anticipating, prohibiting, preventing, preparing, and responding to internal security. The wide variety of topics it presents offers readers multiple perspectives on various disciplines related to Big Data analytics and intelligent systems for cyber threat intelligence applications.

Название: Data Analytics and Business Intelligence: Computational Frameworks, Practices, and Applications
Автор: Vincent Charles, Pratibha Garg, Neha Gupta
Издательство: CRC Press
Год: 2023
Страниц: 275
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Business Analytics (BA) is an evolving phenomenon that showcases the increasing importance of using huge volumes of data to generate value for businesses. Advances in BA have offered great opportunities for organisations to improve, innovate, and develop existing or new processes, products, and services. BA is the process of transforming data into actionable insight by using statistical and mathematical analysis, descriptive, prescriptive, and predictive models, Machine Learning, information systems and network science methods, among others, along with a variety of data, expert knowledge, and fact-based management to support better and faster decision-making. BA and Business Intelligence (BI) generate capabilities for companies to compete in the market effectively and has become one of the main functional areas in most companies. BA and BI have become one of the most popular research areas in academic circles, as well as in the industry, driven by the increasing demand in the business world. This book aims to become a stimulus for innovative business solutions covering a wide range of aspects of business analytics, such as management science, information technology, descriptive, prescriptive, and predictive models, Machine Learning, network science, mathematical and statistical techniques. The book will encompass a valuable collection of chapters exploring and discussing computational frameworks, practices, and applications of BA that can assist industries and relevant stakeholders in decision-making and problem-solving exercises, with a view to driving competitive advantage.

Название: Veeam Backup and Replication Operations Guide - Volume 3
Автор: Dave Kawula, Cristal Kawula, Emile Cabot, Cary Sun
Издательство: MVPDays Publishing
Год: 2023
Страниц: 531
Язык: английский
Формат: pdf (true)
Размер: 15.0 MB

This book focuses on Veeam Backup and Replication v12 with Postgres SQL, Hardened Backup Repository, Group Managed Service Account (gMSA), Migration, Best Practices, and Multi-Factor Authentication. We hope you enjoy it and that it helps your career as a Veeam Operator. Working in IT has been a long journey for many of us. One of the most challenging tasks is operationalizing the technologies that we work with because there are so many moving parts. Veeam Backup and Replication is no different, and through this team of author’s 40 + years of experience with Veeam, you will see all the required tasks to get operationally proficient. This book focuses on Veeam Backup and Replication v12 with Postgres SQL, Hardened Backup Repository, Group Managed Service Account (gMSA), Migration, Best Practices, and Multi-Factor Authentication. We hope you enjoy it and that it helps your career as a Veeam Operator.

Название: Veeam Backup and Replication Operations Guide - Volume 2
Автор: Dave Kawula, Cristal Kawula, Emile Cabot, Cary Sun
Издательство: MVPDays Publishing
Год: 2023
Страниц: 422
Язык: английский
Формат: pdf (true)
Размер: 12.5 MB

This book focuses on Protecting workloads by offloading backups to Azure Blob Storage. You will also see how to set up real-world labs and test backups using SureBackup. Lastly, you will see how reporting works with VeeamOne. We hope you enjoy it and that it helps your career as a Veeam Operator. Working in IT has been a long journey for many of us. One of the most challenging tasks is operationalizing the technologies that we work with because there are so many moving parts. Veeam Backup and Replication is no different, and through this team of author’s 40 + years of experience with Veeam, you will see all the required tasks to get operationally proficient. This book focuses on Protecting workloads by offloading backups to Azure Blob Storage. You will also see how to set up real-world labs and test backups using SureBackup. Lastly, you will see how reporting works with VeeamOne. We hope you enjoy it and that it helps your career as a Veeam Operator.

Название: Veeam Backup and Replication Operations Guide - Volume 1
Автор: Dave Kawula, Cristal Kawula, Emile Cabot, Cary Sun
Издательство: MVPDays Publishing
Год: 2023
Страниц: 686
Язык: английский
Формат: pdf (true)
Размер: 17.2 MB

This book focuses on the tasks required to become operationally proficient at Veeam for Microsoft Hyper-V. We hope you enjoy it and that it helps your career as a Veeam Operator. This book aims to show how to be operationally proficient using Veeam Backup and Replication, Veeam One and various other Veeam products and tools. We hope you find immense value in reviewing this guide and encourage you to share your operational knowledge and skills with others in the community. Working in IT has been a long journey for many of us. One of the most challenging tasks is operationalizing the technologies that we work with because there are so many moving parts. Veeam Backup and Replication is no different, and through this team of author’s 40 + years of experience with Veeam, you will see all the required tasks to get operationally proficient. This book focuses on Protecting Microsoft technologies running on standalone Hyper-V Hosts, Hyper-V Clusters, and Physical Devices.

Название: Digital Twin Development: An Introduction to Simcenter Amesim
Автор: Frank U. Rückert, Michael Sauer, Tuomo Liimatainen
Издательство: Springer
Год: 2023
Страниц: 129
Язык: английский
Формат: pdf (true), epub
Размер: 37.4 MB

Creating a digital twin should be easy and intuitive. This book presents twins from different technical fields and describes in detail how to build them. The book is aimed at students or young engineers who want develop and modify the twins without much prior knowledge. The use of the free software tool Simcenter Amesim is introduced. Simcenter Amesim belongs today to the industry standard for the development of digital twins. This program was chosen because it is easy to learn and does not require deep mathematical knowledge or programming skills. We start by creating a simple calculator, then model, for example, mechanical twins such as falling balls, ventilation and tank systems, pipelines, or a solar collector. The physical background is explained for each simulation example, and each simulation example concludes with suggestions for further work. This enables the reader to perform further investigations and exercises with the digital twins. During creating the so-called digital twins, we wanted to introduce the simulation tool Simcenter Amesim, which can be used to simulate the behavior of systems. The software we use is from Siemens PLM Software. A free-of-charge demo version can be installed without much effort on Microsoft Windows or Linux systems. It additionally includes a theoretical library for signals, mathematics, and Artificial Intelligence (AI), e.g. artificial neural networks (ANN) or reduced order modeling (ROM).