Название: Data Analytics and Machine Learning for Integrated Corridor Management
Автор: Yashaswi Karnati, Dhruv Mahajan, Tania Banerjee, Rahul Sengupta, Clay Packard, Ryan Casburn
Издательство: CRC Press
Год: 2025
Страниц: 242
Язык: английский
Формат: pdf (true), epub
Размер: 33.4 MB

In an era defined by rapid urbanization and ever-increasing mobility demands, effective transportation management is paramount. This book takes readers on a journey through the intricate web of contemporary transportation systems, offering unparalleled insights into the strategies, technologies, and methodologies shaping the movement of people and goods in urban landscapes. From the fundamental principles of traffic signal dynamics to the cutting-edge applications of Machine Learning, each chapter of this comprehensive guide unveils essential aspects of modern transportation management systems. Chapter by chapter, readers are immersed in the complexities of traffic signal coordination, corridor management, data-driven decision-making, and the integration of advanced technologies. Closing with chapters on modeling measures of effectiveness and computational signal timing optimization, the guide equips readers with the knowledge and tools needed to navigate the complexities of modern transportation management systems. With insights into traffic data visualization and operational performance measures, this book empowers traffic engineers and administrators to design 21st-century signal policies that optimize mobility, enhance safety, and shape the future of urban transportation. The advent of Machine Learning has revolutionized data analysis, pattern recognition, and predictive modeling across various domains, including transportation and traffic management. Among the myriad of techniques, clustering, outlier detection, and neural networks stand out for their ability to uncover patterns, identify anomalies, and predict outcomes from complex datasets.

Название: Ultimate Big Data Analytics with Apache Hadoop: Master Big Data Analytics with Apache Hadoop Using Apache Spark, Hive, and Python
Автор: Simhadri Govindappa
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 787
Язык: английский
Формат: pdf, epub
Размер: 25.3 MB

Master the Hadoop Ecosystem and Build Scalable Analytics Systems. This book serves as your comprehensive guide to navigating the complexities of Big Data analytics using Hadoop, offering both foundational knowledge and practical expertise to empower your journey. The Hadoop ecosystem, nurtured under the auspices of the Apache Software Foundation (ASF), represents a cornerstone of modern data processing infrastructure. Starting with an exploration of Hadoop's historical roots and its evolution, we delve into its pivotal role in managing vast datasets efficiently. We also illuminate the broader impact of the Apache Software Foundation, highlighting its collaborative ethos and the innovation it catalyzes across the technology sector. The book begins laying a strong foundation with an overview of data lakes, data warehouses, and related concepts. It then delves into core Hadoop components such as HDFS, YARN, MapReduce, and Apache Tez, offering a blend of theory and practical exercises. You will gain hands-on experience with query engines like Apache Hive and Apache Spark, as well as file and table formats such as ORC, Parquet, Avro, Iceberg, Hudi, and Delta. Detailed instructions on installing and configuring clusters with Docker are included, along with Big Data visualization and statistical analysis using Python. This book is tailored for data engineers, analysts, software developers, data scientists, IT professionals, and engineering students seeking to enhance their skills in big data analytics with Hadoop. Prerequisites include a basic understanding of big data concepts, programming knowledge in Java, Python, or SQL, and basic Linux command line skills.

Название: Аналитик 1С. Основные инструменты и ввод в профессию + 1С: Система компоновки данных
Автор: Василий Еремин
Издательство: Stepic
Год: 2024
Формат: PDF
Страниц: много
Размер: 64 Mb
Язык: Русский

Пройдя курс "Аналитик 1С", вы приобретете комплексные знания и практические навыки, необходимые для успешной работы в сфере анализа и оптимизации бизнес-процессов с использованием системы 1С. Эти навыки помогут вам повысить эффективность работы компании, улучшить управление данными и автоматизировать ключевые процессы.

Название: Mastering PostgreSQL: From Basics to Expert Proficiency
Автор: William Smith
Издательство: HiTeX Press
Год: 2024
Страниц: 988
Язык: английский
Формат: pdf
Размер: 20.2 MB

"Mastering PostgreSQL: From Basics to Expert Proficiency" offers a comprehensive exploration of PostgreSQL, an advanced open-source relational database management system renowned for its robustness and versatility. This meticulously crafted guide covers everything from foundational concepts to advanced topics, making it an indispensable resource for both beginners and seasoned professionals. With clarity and precision, the book details essential aspects such as installation, configuration, SQL basics, advanced querying techniques, database design, and normalization. Readers will benefit from the in-depth discussions on data types, indexing, query optimization, transactions, concurrency control, and stored procedures. Practical examples and hands-on exercises throughout the book ensure that readers can apply the concepts in real-world scenarios effectively. Whether you are developing applications, managing databases, or optimizing performance, "Mastering PostgreSQL" equips you with the skills and knowledge needed to harness the full potential of PostgreSQL, ensuring efficient and reliable database management.

Название: Understanding Service-Oriented Architecture (SOA): Designing Adaptive Business Model for SMEs
Автор: Kirti Seth, Ashish Seth
Издательство: BPB Publications
Год: 2020
Страниц: 162
Язык: английский
Формат: pdf (true), epub (true)
Размер: 37.0 MB

Let’s Design On-Demand Business Model. Service-Oriented Architecture (SOA) is an architectural approach that can be shared and reused. The book proposes a service-based architecture approach to design an adaptive business model for small enterprises. It presents an ad-hoc model which is based on five layered SOA architecture that can integrate all activities comprising Supply Chain Management (SCM), Customer Relationship Management (CRM), Technical and Enterprise applications tools, and hence, it best suits the SME requirements. This book covers the challenges that SMEs face to compete with large enterprises. It also compares the proposed model with traditional ERP systems and other similar approaches. It is found that the SOA model is efficient, cost-effective, and competent with similar existing solutions. There is always a need to know the scope and size of the work involved while developing a service or deriving any application from service-based model; this book will help in determining the cost and effort for such projects. For anyone who is interested to gain knowledge about the architecture of service-based model and would like to pursue research in this domain.

Название: Computer Systems Application
Автор: Viktor Borodin
Издательство: Toronto Academic Press
Год: 2024
Страниц: 277
Язык: английский
Формат: pdf (true)
Размер: 39.8 MB

Computer systems application refers to the utilization of software and hardware components to perform various tasks and activities such as data processing, communication, entertainment, and business operations. This textbook covers the fundamental concepts of computer systems and their applications in various fields. It provides an in-depth understanding of computer architecture, operating systems, networking, and database management systems. With its practical approach, Computer Systems Application equips readers with the knowledge and skills needed to design, develop, and implement computer-based systems. It serves as a valuable resource for students of Computer Science, software engineering, and related fields, as well as professionals in the technology industry who wish to enhance their knowledge and skills. This book introduces the readers to the basic concept of Computer Science. It sheds light on the background of computers, computer programs, languages, data communication, and computer network. In addition, this book also emphasizes the role of virtual reality, Artificial Intelligence, and IoT.

Название: Microsoft Copilot for Windows 11: Understanding the AI-Powered Features in Windows 11
Автор: Anand Narayanaswamy
Издательство: Apress
Год: 2024
Страниц: 304
Язык: английский
Формат: pdf
Размер: 24.6 MB

Discover and learn how to use Copilot with Windows 11. This book will help you understand the AI-driven functionalities within Copilot and how they can elevate both your productivity and creativity. The book begins with the evolution of Generative AI and Microsoft Copilot, including steps to work with the AI chatbot using Windows 11, Microsoft Edge, and Skype, in addition to the web. The book provides a detailed understanding of plugins, including the creation of AI songs. You will also learn the process involved with Image creation and the working of Microsoft Designer. You will master the use of the Copilot Windows app, followed by coverage of devices with Copilot key and trending Copilot+ PCs. You also will learn about important terms associated with AI and Copilot and additional resources. After reading this book, you will be able to work with Copilot features in Windows 11 and make the most of them. For Windows administrators and Copilot enthusiasts.

Название: Implementing Data Mesh: Design, Build, and Implement Data Contracts, Data Products, and Data Mesh
Автор: Jean-Georges Perrin, Eric Broda
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 268
Язык: английский
Формат: epub
Размер: 10.1 MB

As data continues to grow and become more complex, organizations seek innovative solutions to manage their data effectively. Data mesh is one solution that provides a new approach to managing data in complex organizations. This practical guide offers step-by-step guidance on how to implement data mesh in your organization. In this book, Jean-Georges Perrin and Eric Broda focus on the key components of data mesh and provide practical advice supported by code. Data engineers, architects, and analysts will explore a simple and intuitive process for identifying key data mesh components and data products. You'll learn a consistent set of interfaces and access methods that make data products easy to consume. Data Mesh is, at its foundation, a conceptual framework in the realm of data architecture, which emphasizes decentralized data ownership and architecture. It recognizes that in large organizations, data is vast and varied, where each business domain has a significant degree of autonomy over (as well as local knowledge and mastery of) its own data. By decentralizing control, Data Mesh empowers individual domains to manage and make decisions about their data while maintaining a cohesive overall structure. With this autonomy presumably comes better, more localized, and faster decisions, which in turn lead to more speed and agility. This book is for all those who are interested in Data Mesh concepts and implementation, regardless of their level of expertise. We value your interest and are excited to share our insights with you. If you are a data engineer, you will learn how your job and tasks will evolve with Data Mesh. Don’t worry—it will make your day-to-day a lot more interesting. If you are an architect, you will discover how this software architecture will benefit data architecture and will allow you to build better data platforms. If you are a technology leader, this book will give all the help you need to build and implement Data Mesh. Most importantly, Part III imparts a lot of knowledge about change management and the social aspects of Data Mesh.

Название: LibreOffice Expert - 2024/25 Edition
Автор: Joe Casad (Editor)
Издательство: Linux New Media
Год: 2024
Страниц: 100
Язык: английский
Формат: pdf
Размер: 81.0 MB

The brilliant and highly motivated developers of the open source community have created an amazing menagerie of free tools for doing things that computer users around the world used to have to pay for: video editors, photo processors, web browsers, and development platforms. The centerpiece of this ambitious collection is the versatile LibreOffice office suite - an enterprise-ready toolset for composing and managing word-processing documents, databases, spreadsheets, presentations, and much more. LibreOffice runs on Windows, macOS, and Linux, and, if you don’t already have it, you can download it for free or install it from the DVD attached to this issue. The LibreOffice user interface is very intuitive, and most users just see the edges of it. They start it up and learn what they need to know for a few common tasks. But there is so much more! If you’re ready to explore the possibilities, get productive, and dial up the quality of your documents, this single-volume special edition will serve as your guide! Read on for tutorials on all the core tools of the LibreOffice suite: Writer, Calc, Impress, Draw, Base, and Math. You’ll also find insightful articles on working with LibreOffice extensions, templates, and macros, as well as bonus articles on Open Source fonts, digital signatures, and more.

Название: Take Control of iOS 18 and iPadOS 18
Автор: Josh Centers
Издательство: Take Control Books
Год: 2024
Страниц: 143
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

iOS 18 and iPadOS 18 overhaul your iPhone and iPad with major new features and interface changes. These include Apple Intelligence, which will gradually gain features and affect many aspects of how you use your device. In this book, Josh Centers shows you what's new, plus what you have to look forward to in future updates. This year, Apple is initially rolling out new versions of iOS 18 and iPadOS 18 with a subset of their full feature set. New features, including many that are part of Apple Intelligence, will start appearing in version 18.1 and continue rolling out over the coming months. Josh Centers introduces you to all the changes you'll see and how to navigate them. He discusses the redesigned and now completely customizable Control Center (plus more customizations for your Home Screen), major changes to apps such as Photos, Messages, Notes, Maps, and Safari, the new Passwords app, and much more.