Graph Machine Learning. Take graph data to the next level by applying machine learning techniques and algorithms

Claudio Stamile, Aldo Marzullo, Enrico Deusebio

Graph Machine Learning will introduce you to a set of tools used for processing network data and leveraging the power of the relation between entities that can be used for predictive, modeling, and analytics tasks. The first chapters will introduce you to graph theory and graph machine learning, as well as the scope of their potential use. You’ll then learn all you need to know about the main machine learning models for graph representation learning: their purpose, how they work, and how they can be implemented in a wide range of supervised and unsupervised learning applications. You'll build a complete machine learning pipeline, including data processing, model training, and prediction in order to exploit the full potential of graph data. After covering the basics, you’ll be taken through real-world scenarios such as extracting data from social networks, text analytics, and natural language processing (NLP) using graphs and financial transaction systems on graphs. You’ll also learn how to build and scale out data-driven applications for graph analytics to store, query, and process network information, and explore the latest trends on graphs. By the end of this machine learning book, you will have learned essential concepts of graph theory and all the algorithms and techniques used to build successful machine learning applications.

Mastering Adobe Photoshop Elements. Excel in digital photography and image editing for print and web using Photoshop Elements 2019

Robin Nichols

Adobe Photoshop Elements is a raster graphics editor for entry-level photographers, image editors, and hobbyists. Though it shares many of Photoshop CC's high-end features, it also boasts a significant number of simple to use, yet highly effective tools not found at the professional level.This book presents the complexities of image editing in easy-to-follow, bite-sized chunks, allowing you to quickly recognize the editing challenge, and helps you to identify the tools and techniques required to make improvements, and to apply those techniques quickly and efficiently. You will start by learning how to import, organize, manage, edit, and use your pictures in a format that's designed for creative photography projects. Going further, you'll discover how to fix a wide range of photographic problems based on the book's extensive repertoire of commonly applied solutions. You'll be escorted through a wide range of common processes that include applying artistic effects to creative projects, custom image makeovers, processing images for social media, and other file export methods.Towards the end of the book, you will understand what the most important tools and features actually do in Photoshop Elements, answering the often-asked question; What, when, and where would you use these features in a precise and practical way.

Learning QGIS. Create great maps and perform geoprocessing tasks with ease - Third Edition

Anita Graser

QGIS is a user-friendly open source geographic information system (GIS) that runs on Linux, Unix, Mac OS X, and Windows. The popularity of open source geographic information systems and QGIS in particular has been growing rapidly over the last few years.Learning QGIS Third Edition is a practical, hands-on guide updated for QGIS 2.14 that provides you with clear, step-by-step exercises to help you apply your GIS knowledge to QGIS. Through clear, practical exercises, this book will introduce you to working with QGIS quickly and painlessly.This book takes you from installing and configuring QGIS to handling spatial data to creating great maps. You will learn how to load and visualize existing spatialdata and create data from scratch. You will get to know important plugins, perform common geoprocessing and spatial analysis tasks and automate them with Processing.We will cover how to achieve great cartographic output and print maps. Finally, you will learn how to extend QGIS using Python and even create your own plugin.

Blockchain for Decision Makers. A systematic guide to using blockchain for improving your business

Romain Tormen

In addition to cryptocurrencies, blockchain-based apps are being developed in different industries such as banking, supply chain, and healthcare to achieve digital transformation and enhance user experience. Blockchain is not only about Bitcoin or cryptocurrencies, but also about different technologies such as peer-to-peer networks, consensus mechanisms, and cryptography. These technologies together help sustain trustless environments in which digital value can be transferred between individuals without intermediaries.This book will help you understand the basics of blockchain such as consensus protocols, decentralized applications, and tokenization. You'll focus on how blockchain is used today in different industries and the technological challenges faced while implementing a blockchain strategy. The book also enables you, as a decision maker, to understand blockchain from a technical perspective and evaluate its applicability in your business. Finally, you'll get to grips with blockchain frameworks such as Hyperledger and Quorum and their usability.By the end of this book, you'll have learned about the current use cases of blockchain and be able to implement a blockchain strategy on your own.

Multiplayer Game Development with Unreal Engine 5. Create compelling multiplayer games with C++, Blueprints, and Unreal Engine's networking features

Marco Secchi

If you’re fascinated by the immersive gaming experiences that enable multiple users to engage in collaborative or competitive gameplay, this Unreal Engine 5 game development book is for you.In this book, you’ll learn the foundational principles behind multiplayer games. Starting with a sample project, you’ll learn how to set up a networked system and make it work. Once the prototype of the project is functional, you’ll start adding game logic, including obstacles and AI opponents, to heighten the challenges and engagement, offering a captivating experience for players. Next, you’ll learn how to debug and optimize the project, before finally deploying the game build and integrating it with cloud services such as the Epic Online Services system.By the end of this book, you’ll have the confidence to develop and manage multiplayer experiences using the Unreal Engine environment, taking your newfound programming skills in your upcoming projects.

Professional Image Editing Made Easy with Affinity Photo. Apply Affinity Photo fundamentals to your workflows to edit, enhance, and create great images

Jeremy Hazel

In this book, you’ll explore the Affinity Photo program through practice-based learning as you make popular photo edits, learning the tools and techniques in conjunction with the workflow concept. Instead of comprehensive description of the tools, you’ll learn through practical application and understand why they work, not just how they work. This is neither a technical manual nor a workbook but a project-based hybrid approach that provides a deeper understanding of how to use each tool to achieve your goal.Starting with the fundamentals of navigating the interface, understanding layers, and making your first edit, this Affinity Photo book gradually increases the complexity of projects. You’ll go from single-layer edits, composites, and RAW development to putting together a complex composition using the tools that you've learned along the way. Additionally, you’ll learn the best practices used by expert photo editors for a flawless finish.By the end of this book, you’ll have a good body of work, be able to evaluate the edits you want to make, and achieve desired results with Affinity Photo.

Applied Geospatial Data Science with Python. Leverage geospatial data analysis and modeling to find unique solutions to environmental problems

David S. Jordan

Data scientists, when presented with a myriad of data, can often lose sight of how to present geospatial analyses in a meaningful way so that it makes sense to everyone. Using Python to visualize data helps stakeholders in less technical roles to understand the problem and seek solutions. The goal of this book is to help data scientists and GIS professionals learn and implement geospatial data science workflows using Python.Throughout this book, you’ll uncover numerous geospatial Python libraries with which you can develop end-to-end spatial data science workflows. You’ll learn how to read, process, and manipulate spatial data effectively. With data in hand, you’ll move on to crafting spatial data visualizations to better understand and tell the story of your data through static and dynamic mapping applications. As you progress through the book, you’ll find yourself developing geospatial AI and ML models focused on clustering, regression, and optimization. The use cases can be leveraged as building blocks for more advanced work in a variety of industries.By the end of the book, you’ll be able to tackle random data, find meaningful correlations, and make geospatial data models.

Hudson 3 Essentials. Here is a book that makes life easier for Java developers or administrators by teaching you how to automate application testing using Hudson 3. Fast-paced and hands-on, the guide covers everything from installation to writing plugins

Lloyd H. Meinholz

Continuous integration (CI) with automated test execution has been widely adopted in recent years. The concept behind CI has changed how companies look at Build Management, Release Management, Deployment Automation, and Test Orchestration. Hudson is a CI solution that provides executives, business managers, software developers, and architects with a better sense of the development progress and code quality of projects throughout their development life cycle.A fast-paced and hands-on introduction to the key features of Hudson 3. You will be introduced to tools that can be used to improve the quality of software development projects. You will also learn how to install and secure Hudson in a variety of IT environments. Staring with a brief introduction to Hudson and how it helps many IT organizations deliver high quality software, Hudson 3 Essentials will show you how Hudson can be installed and deployed in various environments. You will also be guided through the different methods of securing your Hudson installation. Moving on from the basics, you will be introduced to several important Hudson plugins and learn how to extend its functionality by developing your own plugins. You will be shown how Hudson can be used to build different types of applications and how it can deploy a web application to an application server. Finally, you will discover how Hudson can be used to perform automated testing on software applications, and how to generate reports that describe the results.

C# 8 and .NET Core 3 Projects Using Azure. Build professional desktop, mobile, and web applications that meet modern software requirements - Second Edition

Paul Michaels, Dirk Strauss, Jas Rademeyer

.NET Core is a general-purpose, modular, cross-platform, and opensource implementation of .NET. The latest release of .NET Core 3 comes with improved performance and security features, along with support for desktop applications. .NET Core 3 is not only useful for new developers looking to start learning the framework, but also for legacy developers interested in migrating their apps. Updated with the latest features and enhancements, this updated second edition is a step-by-step, project-based guide.The book starts with a brief introduction to the key features of C# 8 and .NET Core 3.You'll learn to work with relational data using Entity Framework Core 3, before understanding how to use ASP.NET Core. As you progress, you’ll discover how you can use .NET Core to create cross-platform applications. Later, the book will show you how to upgrade your old WinForms apps to .NET Core 3. The concluding chapters will then help you use SignalR effectively to add real-time functionality to your applications, before demonstrating how to implement MongoDB in your apps. Finally, you'll delve into serverless computing and how to build microservices using Docker and Kubernetes.By the end of this book, you'll be proficient in developing applications using .NET Core 3.

Architectural Visualization in Unreal Engine 5. Create photorealistic architectural interior renderings in UE5

Ludovico Palmeri

If you excel at creating beautiful architectural renderings offline, but face challenges replicating the same quality in real time, this book will show you how the versatile Unreal Engine 5 enables such transformations effortlessly. While UE5 is widely popular, existing online training resources can be overwhelming and often lack a focus on Architectural visualization. This comprehensive guide is designed for individuals managing tight deadlines, striving for photorealism, and handling typical client revisions inherent to architectural visualization.The book starts with an introduction to UE5 and its capabilities, as well as the basic concepts and principles of architectural visualization. You’ll then progress to essential topics such as setting up a project, modeling and texturing 3D assets, lighting and materials, and post-processing effects. Along the way, you’ll find practical tips, best practices, and hands-on exercises to develop your skills by applying what you learn.By the end of this UE5 book, you'll have acquired the skills to confidently create high-quality architectural visualizations in Unreal Engine and become proficient in building an architectural interior scene in UE5 to produce professional still images.

Extending Microsoft Dynamics AX 2012 Cookbook. This is a brilliantly accessible book, packed with practical examples, that's perfect for business professionals who want to make more of the advanced features of Dynamics AX to save money and increase management efficiency

Murray Fife

Dynamics AX is built on a number of foundation products from Microsoft that are used to make it bigger, better, and stronger than the average business system. Taking advantage of these products will make your life easier. Use these tools to maximize the efficiency of your business management, taking advantage of a powerful and centralized tool set.Extending Microsoft Dynamics AX 2012 Cookbook will show you how to use tools that you already have to extend out Dynamics AX and discover potential new directions. You will be surprised at what you can do on a shoestring budget. The book will allow you to streamline your work processes, and use the system's powerful and centralised features to the advantage of your organization.Extending Microsoft Dynamics AX 2012 Cookbook will show you how to maximize the potential of Dynamics AX with common and popular tools to enhance your business management systems. We will begin by exploring how to extend Dynamics AX out with SharePoint. After this, the book will guide you through important elements in maximizing business management efficiency, focusing on key aspects like reports, dashboards, and workflows. The book will then finish by teaching you how to customize your management systems, achieving a comprehensive coverage of the most important extension processes relevant to you and your business with very little programming.This is a book for those of you that want to make the most out of Dynamics AX by using what you already have, and without breaking the bank.

Machine Learning with PyTorch and Scikit-Learn. Develop machine learning and deep learning models with Python

Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili, Dmytro Dzhulgakov

Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, we teach the principles allowing you to build models and applications for yourself.Why PyTorch?PyTorch is the Pythonic way to learn machine learning, making it easier to learn and simpler to code with. This book explains the essential parts of PyTorch and how to create models using popular libraries, such as PyTorch Lightning and PyTorch Geometric.You will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP).This PyTorch book is your companion to machine learning with Python, whether you're a Python developer new to machine learning or want to deepen your knowledge of the latest developments.

Responsive Web Design with HTML5 and CSS3 Essentials. Design and deliver an optimal user experience for all devices

Alex Libby, Gaurav Gupta, Asoj Talesra

Responsive web design (RWD) is a web design approach aimed at crafting sites to provide an optimal viewing and interaction experience—providing easy reading and navigation with minimum resizing, panning, and scrolling—and all of this across a wide range of devices from desktop computer monitors to mobile phones. Responsive web design is becoming more important as the amount of mobile traffic now accounts for more than half of the Internet’s total traffic.This book will give you in depth knowledge about the basics of responsive web design. You will embark on a journey of building effective responsive web pages that work across a range of devices, from mobile phones to smart TVs, with nothing more than standard markup and styling techniques.You'll begin by getting an understanding of what RWD is and its significance to the modern web. Building on the basics, you'll learn about layouts and media queries. Following this, we’ll dive into creating layouts using grid based templates. We’ll also cover the important topic of performance management, and discover how to tackle cross-browser challenges.

Automotive Cybersecurity Engineering Handbook. The automotive engineer's roadmap to cyber-resilient vehicles

Dr. Ahmad MK Nasser

Replete with exciting challenges, automotive cybersecurity is an emerging domain, and cybersecurity is a foundational enabler for current and future connected vehicle features. This book addresses the severe talent shortage faced by the industry in meeting the demand for building cyber-resilient systems by consolidating practical topics on securing automotive systems to help automotive engineers gain a competitive edge.The book begins by exploring present and future automotive vehicle architectures, along with relevant threats and the skills essential to addressing them. You’ll then explore cybersecurity engineering methods, focusing on compliance with existing automotive standards while making the process advantageous. The chapters are designed in a way to help you with both the theory and practice of building secure systems while considering the cost, time, and resource limitations of automotive engineering. The concluding chapters take a practical approach to threat modeling automotive systems and teach you how to implement security controls across different vehicle architecture layers.By the end of this book, you'll have learned effective methods of handling cybersecurity risks in any automotive product, from single libraries to entire vehicle architectures.

VMware ThinApp 4.7 Essentials. Learn how to quickly and efficiently virtualize your applications with ThinApp 4.7 with this book and

Peter Bjork

VMware ThinApp 4.7 is an application virtualization and portable application creator which allows users to package conventional applications so that they are portable.VMware ThinApp 4.7 Essentials shows you how to deploy ThinApp packages in order to improve the portability, manageability and compatibility of applications by encapsulating them from the underlying operating system on which they are executed.Application virtualization improves the portability, manageability and compatibility of applications by encapsulating them from the underlying operating system on which they are executed.VMware ThinApp 4.7 is an application virtualization and portable application creator which allows users to package conventional applications so that they are portable. ThinApp eliminates application conflicts, reducing the need and cost of recoding and regression testing.In this book you will learn about how application virtualization works and how to deploy ThinApp packages. You will learn how to update and tweak ThinApp Projects before distribution. This book will then cover design and implementation considerations for future ThinApp projects.

Oracle E-Business Suite R12.x HRMS - A Functionality Guide. Design, implement, and build an entire end-to-end HR management infrastructure with Oracle E-Business Suite

Pravin S Ingawale

Working with Odoo 11. Configure, manage, and customize your Odoo system - Third Edition

Greg Moss

Odoo is an all-in-one management software that offers an array of business applications, forming a complete suite of enterprise management applications. Odoo 11 comes with advances on usability, speed, and design.Working with Odoo 11 starts with how to set up Odoo, both online and on your own server. You’ll then configure the basic company settings required to quickly get your first Odoo system up and running. Later, you’ll explore customer relationship management in Odoo and its importance in a modern business environment. You'll then dive into purchasing applications with Odoo, learn some of the primary functionalities of ERP systems for manufacturing operations, and use analytic accounting to provide better reporting. After that, you'll learn how to work with Odoo for mobile, and finally, you will walk through the recent Odoo 11 features with respect to the community and enterprise edition, giving you a complete understanding of what Odoo can do for your business.

Optimizing Salesforce Industries Solutions on the Vlocity OmniStudio Platform. Implementing OmniStudio best practices for achieving maximum performance

Dmitri Khanine

Salesforce Industries brings out-of-the-box solutions tailored to specific industries, making it easy for customers to install, configure, and slash their time-to-value. It stands as one of Salesforce's strategic pillars with the number of installations growing rapidly.While customizing the out-of-the-box solutions can pose performance challenges, this book provides a fail-safe system with proven best practices, tools, and precise metrics to enhance performance and scalability for efficient outcomes.Kicking off with an overview of the Salesforce Industries Vlocity platform and OmniStudio, you’ll explore the tools and techniques used to manage code and measure performance. Delving into performance optimization, you’ll uncover methods for improving performance in OmniStudio's Service Layer (Integration Procedures and DataRaptors) and Presentation Layer (OmniScripts and FlexCards). Further, the book will guide you through achieving maximum performance by leveraging best practices in both layers.By the end of this book, you’ll have mastered the intricacies of Salesforce Industries on the Vlocity OmniStudio Platform, enhancing your skills to navigate and optimize tailored solutions effectively.

Hands-On Simulation Modeling with Python. Develop simulation models for improved efficiency and precision in the decision-making process - Second Edition

Giuseppe Ciaburro

Simulation modelling is an exploration method that aims to imitate physical systems in a virtual environment and retrieve useful statistical inferences from it. The ability to analyze the model as it runs sets simulation modelling apart from other methods used in conventional analyses. This book is your comprehensive and hands-on guide to understanding various computational statistical simulations using Python. The book begins by helping you get familiarized with the fundamental concepts of simulation modelling, that’ll enable you to understand the various methods and techniques needed to explore complex topics. Data scientists working with simulation models will be able to put their knowledge to work with this practical guide. As you advance, you’ll dive deep into numerical simulation algorithms, including an overview of relevant applications, with the help of real-world use cases and practical examples. You'll also find out how to use Python to develop simulation models and how to use several Python packages. Finally, you’ll get to grips with various numerical simulation algorithms and concepts, such as Markov Decision Processes, Monte Carlo methods, and bootstrapping techniques.By the end of this book, you'll have learned how to construct and deploy simulation models of your own to overcome real-world challenges.

The Future of Finance with ChatGPT and Power BI. Transform your trading, investing, and financial reporting with ChatGPT and Power BI

James Bryant, Aloke Mukherjee

In today's rapidly evolving economic landscape, the combination of finance, analytics, and artificial intelligence (AI) heralds a new era of decision-making. Finance and data analytics along with AI can no longer be seen as separate disciplines and professionals have to be comfortable in both in order to be successful. This book combines finance concepts, visualizations through Power BI and the application of AI and ChatGPT to provide a more holistic perspective.After a brief introduction to finance and Power BI, you will begin with Tesla's data-driven financial tactics before moving to John Deere's AgTech strides, all through the lens of AI. Salesforce's adaptation to the AI revolution offers profound insights, while Moderna's navigation through the biotech frontier during the pandemic showcases the agility of AI-focused companies. Learn from Silicon Valley Bank's demise, and prepare for CrowdStrike's defensive maneuvers against cyber threats. With each chapter, you'll gain mastery over new investing ideas, Power BI tools, and integrate ChatGPT into your workflows.This book is an indispensable ally for anyone looking to thrive in the financial sector. By the end of this book, you'll be able to transform your approach to investing and trading by blending AI-driven analysis, data visualization, and real-world applications.

Godot 4 Game Development Projects. Build five cross-platform 2D and 3D games using one of the most powerful open source game engines - Second Edition

Chris Bradfield

Godot 4.0 is one of the most sought-after open-source game engines, and if you’re enthusiastic about exploring its features, then this book is for you. Written by an author with over twenty-five years of experience, the Godot 4 Game Development Projects introduces the Godot game engine and its feature-rich 4.0 version. With an array of new capabilities, Godot 4.0 is a strong alternative to expensive commercial game engines. If you’re a beginner, this book will help you learn game development techniques, while experienced developers will understand how to use this powerful and customizable tool to bring their creative visions to life.This updated edition consists of five projects with an emphasis on the 3D capabilities of the engine that will help you build on your foundation-level skills through small-scale game projects. Along the way, you’ll gain insights into Godot’s inner workings and discover game development techniques that you can apply to your projects.Using a step-by-step approach and practical examples, this book covers everything from the absolute basics to sophisticated game physics, animations, and much more. By the time you complete the final project, you’ll have a strong foundation for future success with Godot 4.0 and you’ll be well on your way to developing a variety of games.

IBM Lotus Domino: Classic Web Application Development Techniques. This tutorial takes Domino developers on a straight path through the jungle of techniques to deploy applications on the web and introduces you to the classic strategies. Why Google it when it’s all here?

Richard G Ellis, Richard G. Ellis

Domino is an application server that can be used as a standalone web server. As part of the Domino suite, it provides a powerful collaborative platform for the development of customized business applications. It provides enterprise-grade e-mail, messaging, and scheduling capabilities.There are many novice and moderately experienced developers who would like to enhance a Web-enabled Domino application, but to do so they need to learn the fundamentals of HTML, CSS, and JavaScript, and also how to use those technologies in the context of a Domino application. Information about how to do this is available on the Web, but the sheer volume of that information makes it very difficult for the newbie to get started.Topics and techniques presented in this book provide a comprehensive overview of all major design strategies used to Web-enable traditional Domino applications. Illustrations provide clear working examples of how HTML, CSS, and JavaScript can be incorporated into existing applications to improve both look and performance.Early chapters provide suggestions for working with users and for managing your development time and effort. Later chapters focus in detail on forms and pages, views, navigation, agents, security, performance, and troubleshooting. Examples demonstrate clearly how to incorporate HTML, CSS, and JavaScript into Domino designs. By the end of this book you will have learned what you need to know to quickly and competently tackle web application enhancement tasks.Beyond providing a good understanding, this book will continue to serve as a valuable source of ideas and techniques. This book brings together essential classic strategies and techniques used to deploy Domino applications to the Web. Chapters cover all major design elements, with a special emphasis on how to craft these elements to work well with web browsers. Many topics include alternative techniques for solving particular problems. Illustrations and examples can be used where appropriate, or they can serve as jumping off points for your own solutions.

Advertising on Google: The High Performance Cookbook. Cracking pay-per-click on Google can increase your visitor numbers and profits. Here are over 120 practical recipes to help you set up, optimize and manage your Adwords campaign with step-by-step instructions

Kristina Cutura

Expert Cube Development with Microsoft SQL Server 2008 Analysis Services. Design and implement fast, scalable and maintainable cubes with Microsoft SQL Server 2008 Analysis Services with this book and

Marco Russo, Chris Webb, Alberto Ferrari, Marco Russon, ...

Microsoft's SQL Server Analysis Services 2008 is an OLAP server that allows users to analyze business data quickly and easily. However, designing cubes in Analysis Services can be a complex task: it's all too easy to make mistakes early on in development that lead to serious problems when the cube is in production. Learning the best practices for cube design before you start your project will help you avoid these problems and ensure that your project is a success.This book offers practical advice on how to go about designing and building fast, scalable, and maintainable cubes that will meet your users' requirements and help make your Business Intelligence project a success.This book gives readers insight into the best practices for designing and building Microsoft Analysis Services 2008 cubes. It also provides details about server architecture, performance tuning, security, and administration of an Analysis Services solution.In this book, you will learn how to design and implement Analysis Services cubes. Starting from designing a data mart for Analysis Services, through the creation of dimensions and measure groups, to putting the cube into production, we'll explore the whole of the development lifecycle.This book is an invaluable guide for anyone who is planning to use Microsoft Analysis Services 2008 in a Business Intelligence project.