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Successfully modernize your apps on Azure using APIs, event-driven systems, functions, and Service Fabric and connect them to different relational and non-relational databasesPurchase of the print or Kindle book includes a free PDF eBookKey Features:Understand Function-as-a-Service and Azure Service Fabric for distributed applicationsDevelop event-based and message-based solutions using Event Grid and Azure Event HubsExplore continuous deployment for Docker with Azure DevOps and integrate Docker Hub with CI/CD pipelinesBook Description:To deliver software at a faster rate and reduced costs, companies with stable legacy systems and growing data volumes are trying to modernize their applications and accelerate innovation, but this is no easy matter. A Developer's Guide to Building Resilient Cloud Applications with Azure helps you overcome these application modernization challenges to build secure and reliable cloud-based applications on Azure and connect them to databases with the help of easy-to-follow examples.The book begins with a basic definition of serverless and event-driven architecture and Database-as-a-Service, before moving on to an exploration of the different services in Azure, namely Azure APIManagement using the gateway pattern, event-driven architecture, Event Grid, Azure Event Hubs, Azure message queues, FaaS using Azure Functions, and the database-oriented cloud. Throughout the chapters, you'll learn about creating, importing, and managing APIs and Service Fabric in Azure, and discover how to ensure continuous integration and deployment in Azure to fully automate the software delivery process, that is, the build and release process.By the end of this book, you'll be able to build and deploy cloud-oriented applications using APIs, serverless, Service Fabric, Azure Functions, and Event Grid technologies.What You Will Learn:Understand the architecture of Azure Functions and Azure Service FabricExplore Platform-as-a-Service options for deploying SQL Server in AzureCreate and manage Azure Storage and Azure Cosmos DB resourcesLeverage big data storage in Azure servicesSelect Azure services to deploy according to a specific scenarioSet up CI/CD pipelines to deploy container applications on Azure DevOpsGet to grips with API gateway patterns and Azure API ManagementWho this book is for:This book is for cloud developers, software architects, system administrators, database administrators, data engineers, developers, and computer science students who want to understand the role of the software architect or developer in the cloud world. Professionals looking to enhance their cloud and cloud-native programming concepts on Azure will also find this book useful. A solid background in C#, ASP.NET Core, and any recent version of Visual Studio and basic knowledge of cloud computing, Microsoft Azure, and databases will be helpful when using this book.

Learn the right way to discover, report, and publish security vulnerabilities to prevent exploitation of user systems and reap the rewards of receiving credit for your workKey Features:Build successful strategies for planning and executing zero-day vulnerability researchFind the best ways to disclose vulnerabilities while avoiding vendor conflictLearn to navigate the complicated CVE publishing process to receive credit for your researchBook Description:Vulnerability researchers are in increasingly high demand as the number of security incidents related to crime continues to rise with the adoption and use of technology. To begin your journey of becoming a security researcher, you need more than just the technical skills to find vulnerabilities; you'll need to learn how to adopt research strategies and navigate the complex and frustrating process of sharing your findings. This book provides an easy-to-follow approach that will help you understand the process of discovering, disclosing, and publishing your first zero-day vulnerability through a collection of examples and an in-depth review of the process.You'll begin by learning the fundamentals of vulnerabilities, exploits, and what makes something a zero-day vulnerability. Then, you'll take a deep dive into the details of planning winning research strategies, navigating the complexities of vulnerability disclosure, and publishing your research with sometimes-less-than-receptive vendors.By the end of the book, you'll be well versed in how researchers discover, disclose, and publish vulnerabilities, navigate complex vendor relationships, receive credit for their work, and ultimately protect users from exploitation. With this knowledge, you'll be prepared to conduct your own research and publish vulnerabilities.What You Will Learn:Find out what zero-day vulnerabilities are and why it's so important to disclose and publish themLearn how vulnerabilities get discovered and published to vulnerability scanning toolsExplore successful strategies for starting and executing vulnerability researchDiscover ways to disclose zero-day vulnerabilities responsiblyPopulate zero-day security findings into the CVE databasesNavigate and resolve conflicts with hostile vendorsPublish findings and receive professional credit for your workWho this book is for:This book is for security analysts, researchers, penetration testers, software developers, IT engineers, and anyone who wants to learn how vulnerabilities are found and then disclosed to the public. You'll need intermediate knowledge of operating systems, software, and interconnected systems before you get started. No prior experience with zero-day vulnerabilities is needed, but some exposure to vulnerability scanners and penetration testing tools will help accelerate your journey to publishing your first vulnerability.

A hands-on guide to working on use cases helping you ingest, analyze, and serve insightful data from IoT as well as telemetry data sources using Azure Synapse Data ExplorerFree PDF included with this bookKey Features:Augment advanced analytics projects with your IoT and application dataExpand your existing Azure Synapse environments with unstructured dataBuild industry-level projects on integration, experimentation, and dashboarding with Azure SynapseBook Description:Large volumes of data are generated daily from applications, websites, IoT devices, and other free-text, semi-structured data sources. Azure Synapse Data Explorer helps you collect, store, and analyze such data, and work with other analytical engines, such as Apache Spark, to develop advanced data science projects and maximize the value you extract from data.This book offers a comprehensive view of Azure Synapse Data Explorer, exploring not only the core scenarios of Data Explorer but also how it integrates within Azure Synapse. From data ingestion to data visualization and advanced analytics, you'll learn to take an end-to-end approach to maximize the value of unstructured data and drive powerful insights using data science capabilities. With real-world usage scenarios, you'll discover how to identify key projects where Azure Synapse Data Explorer can help you achieve your business goals. Throughout the chapters, you'll also find out how to manage big data as part of a software as a service (SaaS) platform, as well as tune, secure, and serve data to end users.By the end of this book, you'll have mastered the big data life cycle and you'll be able to implement advanced analytical scenarios from raw telemetry and log data.What You Will Learn:Integrate Data Explorer pools with all other Azure Synapse servicesCreate Data Explorer pools with Azure Synapse Studio and Azure PortalIngest, analyze, and serve data to users using Azure Synapse pipelinesIntegrate Power BI and visualize data with Synapse StudioConfigure Azure Machine Learning integration in Azure SynapseManage cost and troubleshoot Data Explorer pools in Synapse AnalyticsSecure Synapse workspaces and grant access to Data Explorer poolsWho this book is for:If you are a data engineer, data analyst, or business analyst working with unstructured data and looking to learn how to maximize the value of such data, this book is for you. If you already have experience working with Azure Synapse and want to incorporate unstructured data into your data science project, you'll also find plenty of useful information in this book. To maximize your learning experience, familiarity with data and performing simple queries using SQL or KQL is recommended. Basic knowledge of Python will help you get more from the examples.

Supercharge your data with the limitless potential of Neo4j 5, the premier graph database for cutting-edge machine learningPurchase of the print or Kindle book includes a free PDF eBookKey Features:Extract meaningful information from graph data with Neo4j's latest version 5Use Graph Algorithms into a regular Machine Learning pipeline in PythonLearn the core principles of the Graph Data Science Library to make predictions and create data science pipelines.Book Description:Neo4j, along with its Graph Data Science (GDS) library, is a complete solution to store, query, and analyze graph data. As graph databases are getting more popular among developers, data scientists are likely to face such databases in their career, making it an indispensable skill to work with graph algorithms for extracting context information and improving the overall model prediction performance.Data scientists working with Python will be able to put their knowledge to work with this practical guide to Neo4j and the GDS library that offers step-by-step explanations of essential concepts and practical instructions for implementing data science techniques on graph data using the latest Neo4j version 5 and its associated libraries. You'll start by querying Neo4j with Cypher and learn how to characterize graph datasets. As you get the hang of running graph algorithms on graph data stored into Neo4j, you'll understand the new and advanced capabilities of the GDS library that enable you to make predictions and write data science pipelines. Using the newly released GDSL Python driver, you'll be able to integrate graph algorithms into your ML pipeline.By the end of this book, you'll be able to take advantage of the relationships in your dataset to improve your current model and make other types of elaborate predictions.What You Will Learn:Use the Cypher query language to query graph databases such as Neo4jBuild graph datasets from your own data and public knowledge graphsMake graph-specific predictions such as link predictionExplore the latest version of Neo4j to build a graph data science pipelineRun a scikit-learn prediction algorithm with graph dataTrain a predictive embedding algorithm in GDS and manage the model storeWho this book is for:If you're a data scientist or data professional with a foundation in the basics of Neo4j and are now ready to understand how to build advanced analytics solutions, you'll find this graph data science book useful. Familiarity with the major components of a data science project in Python and Neo4j is necessary to follow the concepts covered in this book.

Create interpretable AI models for transparent and explainable anomaly detection with this hands-on guidePurchase of the print or Kindle book includes a free PDF eBookKey Features:Build auditable XAI models for replicability and regulatory complianceDerive critical insights from transparent anomaly detection modelsStrike the right balance between model accuracy and interpretabilityBook Description:Despite promising advances, the opaque nature of deep learning models makes it difficult to interpret them, which is a drawback in terms of their practical deployment and regulatory compliance.Deep Learning and XAI Techniques for Anomaly Detection shows you state-of-the-art methods that'll help you to understand and address these challenges. By leveraging the Explainable AI (XAI) and deep learning techniques described in this book, you'll discover how to successfully extract business-critical insights while ensuring fair and ethical analysis.This practical guide will provide you with tools and best practices to achieve transparency and interpretability with deep learning models, ultimately establishing trust in your anomaly detection applications. Throughout the chapters, you'll get equipped with XAI and anomaly detection knowledge that'll enable you to embark on a series of real-world projects. Whether you are building computer vision, natural language processing, or time series models, you'll learn how to quantify and assess their explainability.By the end of this deep learning book, you'll be able to build a variety of deep learning XAI models and perform validation to assess their explainability.What You Will Learn:Explore deep learning frameworks for anomaly detectionMitigate bias to ensure unbiased and ethical analysisIncrease your privacy and regulatory compliance awarenessBuild deep learning anomaly detectors in several domainsCompare intrinsic and post hoc explainability methodsExamine backpropagation and perturbation methodsConduct model-agnostic and model-specific explainability techniquesEvaluate the explainability of your deep learning modelsWho this book is for:This book is for anyone who aspires to explore explainable deep learning anomaly detection, tenured data scientists or ML practitioners looking for Explainable AI (XAI) best practices, or business leaders looking to make decisions on trade-off between performance and interpretability of anomaly detection applications. A basic understanding of deep learning and anomaly detection-related topics using Python is recommended to get the most out of this book.

Master Tableau fundamentals and get the one and only Tableau certification that never expires, while expediting your journey from zero to certificationKey Features:Learn how Tableau works inside and out for basic as well as intermediate uses of the applicationGain knowledge from a Tableau visionary and ambassador who successfully passed the examination in 2021Understand what is needed to pass a knowledge-based examination without having to use Tableau in the processBook Description:The Tableau Desktop Specialist certification is fundamental for any data visualization professional who works in the field with Tableau.This book gets you started by covering the exam format, Tableau basics, and best practices for preparing data for analysis and visualization. It also builds on your knowledge of advanced Tableau topics to get you up to speed with the essential domains and domain objectives. Although the guide provides an outline and starting point to key in on what needs to be understood before the examination, it also delivers in context to give you a strong understanding of each piece before taking the exam. Instructions on how to get hands on with examples, a common data source, and suggested elements are also included. Understanding the concepts will not only assist you in passing the examination, but will also help you work effectively with the tool in your workspace.By the end of this book, you'll be able to efficiently prepare for the certification exam with the help of mock tests, detailed explanations, and expert advice from the author.What You Will Learn:Understand how to add data to the applicationExplore data for insights in TableauDiscover what charts to use when visualizing for audiencesUnderstand functions, calculations and the basics of parametersWork with dimensions, measures and their variationsContextualize a visualization with marksShare insights and focus on editing a Tableau visualizationWho this book is for:If you're a data analyst, data scientist, or if you just want to enhance your data visualization tool stack, this book is for you. It's designed for those without prior and those with minimal exposure to Tableau, which also means it's useful for anyone moving into their first role that relies on data visualization.

Implement an enterprise solution for your company using a 360 degree perspective of Microsoft Power Platform and the advantages of Microsoft Power BI, Power Apps, Power Automate, Azure, and Dynamics 365Key Features:Explore various Microsoft cloud components and identify the best ones to enhance your solutionsGet to grips with Microsoft Power Platform's security and extensibility, integration, and data migration modelsDiscover architectural best practices and case studies for designing complex enterprise solutionsBook Description:Microsoft Power Platform Enterprise Architecture offers an array of architectural best practices and techniques for any forward-looking enterprise architect or decision maker who wants to know more about integrating solutions to serve growing business needs. With this book, you'll learn about the tools available in the Power Platform suite and identify which are appropriate for your business. Then, you'll integrate them seamlessly with various other Microsoft 365 and Azure components.Unlike many other overwhelmingly long and unstructured resources, this book covers essential concepts using one concise yet practical example that is revisited throughout the book. You'll develop the skills you need to architect, design, and manage a complex solution as you follow the journey of a fictitious enterprise customer as they enter the world of Power Platform. Throughout the book, you'll discover how to combine the functionality of Microsoft Power PI, Power Automate, Power Apps, and Power Virtual Agents with various methodologies to effectively address application lifecycle management, security, and extensibility. You'll also learn how to overcome common challenges in migrating data to and from Microsoft Power Platform using proven techniques.By the end of this Microsoft book, you'll have the strategic perspective of an enterprise architect, enabling you to make accurate architectural decisions for your complex Power Platform projects.What You Will Learn:Understand various Microsoft Dynamics 365 CRM, ERP, and AI modules for creating Power Platform solutionsCombine Power Platform capabilities with Microsoft 365 and AzureFind out which regions, staging environments, and user licensing groups need to be employed when creating enterprise solutionsImplement sophisticated security by using various authentication and authorization techniquesExtend Microsoft Power BI, Power Apps, and Power Automate to create custom applicationsIntegrate your solution with various in-house Microsoft components or third-party systems using integration patternsWho this book is for:If you're an enterprise architect or a technical decision maker looking to design complex solutions using Microsoft Power Platform to serve growing business needs and to stay competitive in the modern IT world, then this book is for you. Familiarity with the Microsoft Power Platform and Azure services will help you follow along with this book

Use over 100 PowerShell 7.2 recipes to deepen your understanding of Windows Server 2022 and see how to automate common administrative tasks with easePurchase of the print or Kindle book includes a free eBook in PDF formatKey Features:New edition updated to the latest version of PowerShell 7.2 and Windows Server 2022Discover new ways to optimize your PowerShell code by working through easy-to-follow recipesLearn PowerShell best practices to automate common tasks and manage DHCP in Microsoft Windows Server, objects in Active Directory, Hyper-V, and AzureBook Description:The Windows Server Automation with PowerShell Cookbook is back with a new edition, featuring over 100 PowerShell recipes that will make your day-to-day work easier. This book is designed to help you learn how to install, configure and use PowerShell 7.2 effectively.To start with, the book looks at how to install and configure PowerShell 7.2, along with useful new features and optimizations, and shows you how the PowerShell compatibility solution bridges the gap to older versions of PowerShell. We'll also be covering a wide range of fundamental and more advanced use cases.As you progress, you'll explore topics like using PowerShell to manage networking and DHCP in Windows Server, objects in Active Directory, Hyper-V, and Azure. We'll also take a closer look at WSUS, containers and see how to handle modules that are not directly compatible with PowerShell 7. Finally, you'll also learn how to use some powerful tools to diagnose and resolve issues with Windows Server.By the end of this PowerShell book, you'll know how to use the PowerShell 7.2 to automate tasks on Windows Server 2022 with ease, helping your windows environment to run faster and smoother.What You Will Learn:Perform key admin tasks on Windows ServerKeep your organization secure with JEA, group policies, logs, and Windows DefenderUse the .NET Framework for administrative scriptingManage data and storage on Windows, including disks, volumes, and filesystemsReport system performance using built-in cmdlets and WMI to obtain single measurementsApply the right tools and modules to troubleshoot and debug Windows ServerCreate, manage, and back up a second VM using the subnetwork in AzureLearn how to set up a VPN in Azure with PowerShellWho this book is for:This book is for systems administrators, software architects, developers, consultants, and engineers working with Windows Server 2022 who want to automate tasks more effectively with PowerShell 7.2. You'll need to have conquered the basics of PowerShell and have a rudimentary understanding of PowerShell scripting before you can get started with this book.

Save time and effort when building 3D scenes with this essential guide to creating stunning photorealistic 3D environments in BlenderKey Features:Reveal modeling tricks to make your Blender 3D environments look realisticDiscover techniques to enhance the photorealism of your scenes while saving timeSet up realistic lighting in your scenes to make your environment look pleasing to the eyeBook Description:Blender is a powerful tool for creating all kinds of visual assets, but with such power comes complexity. Creating a photorealistic 3D scene seems like a Herculean task for more than 90% of 3D designers, but don't be discouraged! 3D Environment Design with Blender will get you up and running.This practical guide helps reduce the complexity of 3D environment design, advance your Blender skills, and produce lifelike scenes and animations in a time-efficient manner. You'll start by learning how to fix the most common mistakes 3D designers make with modeling and scale matching that stop them from achieving photorealism. Next, you'll understand the basics of realistic texturing, efficient unwrapping and achieving photorealistic lighting by turning an actual reference of a wood cabin into a realistic 3D scene. These skills will be used and expanded as you build a realistic 3D environment with natural assets and materials that you'll create from scratch. Once you've developed your natural environment, you'll advance to creating realistic render shots by applying cool camera features, and compositing tricks that will make your final render look photorealistic and pleasing to the eye.By the end of this book, you'll be able to implement modeling tricks and best practices to make your 3D environments look stunningly lifelike.What You Will Learn:Understand how to avoid the most common modeling mistakes 3D designers makeCreate realistic landscapes using Blender's built-in A.N.T Landscape add-onBuild natural assets such as rocks, flowers, plants, and rivers that you can customize and use in a variety of projectsCreate realistic materials such as snow, mud, wood and animated waterUse the particle system to generate realistic grass, as well as scatter flowers and rocksApply the five lighting rules to achieve great photorealistic resultsUse nodes and materials effectively to produce impressive resultsWho this book is for:This book is for 3D environment artists and open-world game designers who have tried designing 3D environments but have trouble finding the right Blender settings. If you feel overwhelmed understanding how nodes and materials work in Blender, this book will simplify it for you and help you achieve photorealism in your environments in no time. Familiarity with the Blender interface is expected to get the most out of this book.

Master the capabilities of PostgreSQL 15 to efficiently administer and maintain your database.Purchase of the print or Kindle book includes a free PDF eBook.Key Features:Using real world examples, get to grips with expert PostgreSQL 15 conceptsExplore performance improvement, database replication, data replication, database administration, and moreExtend PostgreSQL's functionalities to suit your organization's needs with minimal effortBook Description:Starting with an introduction to the newly released features of PostgreSQL 15, this updated fifth edition will help you get to grips with PostgreSQL administration and how to build dynamic database solutions for enterprise apps, including designing both physical and technical aspects of the system.You'll explore advanced PostgreSQL features, such as logical replication, database clusters, advanced indexing, and user management to manage and maintain your database. You'll then work with the PostgreSQL optimizer, configure PostgreSQL for high speed, and move from Oracle to PostgreSQL. Among the other skills that the book will help you build, you'll cover transactions, handling recursions, working with JSON and JSONB data, and setting up a Patroni cluster. It will show you how to improve performance with query optimization. You'll also focus on managing network security and work with backups and replication while exploring useful PostgreSQL extensions that optimize the performance of large databases.By the end of this PostgreSQL book, you'll be able to use your database to its utmost capacity by implementing advanced administrative tasks with ease.What You Will Learn:Make use of the indexing features in PostgreSQL and fine-tune the performance of your queriesWork with stored procedures and manage backup and recoveryGet the hang of replication and failover techniquesImprove the security of your database server and handle encryption effectivelyTroubleshoot your PostgreSQL instance for solutions to common and not-so-common problemsPerform database migration from Oracle to PostgreSQL with easeWho this book is for:This database administration book is for PostgreSQL developers, database administrators, and professionals who want to implement advanced functionalities and master complex administrative tasks with PostgreSQL 15. Prior experience in PostgreSQL and familiarity with the basics of database administration will assist with understanding key concepts covered in the book.

Demystify automation and solve control-related problems with the help of real-world products and case studies put together by two industrial automation expertsKey Features:Real life applications and case studies of automation curated from authors rich experienceOvercome tricky automation and control issues in the manufacturing processImplement automation in manufacturing for higher efficiency and productivity in the industryBook Description:Engineering disciplines focus mainly on programming control systems, while the challenges they overcome or their industry applications largely go uncovered, leaving a huge gap between the theory and industry practices. This leads to engineers learning about subjects without actually understanding their purpose and entering the industry needing months of training.The Art of Manufacturing cuts across pedantic theory and reaches practical applications. You'll begin your learning journey by starting from the product and moving backward to the manufacturing landscape, factories, machines, and finally to the automation and control challenges faced in manufacturing. The book builds on the authors' valuable on-field experience, providing a detailed view of the manufacturing of real-world products, while simultaneously providing various analogies and references to daily tasks. As you advance through the chapters, you'll work on interesting control problems and find out how to overcome them in applications. The concluding chapters offer you a sneak peek into the future of automation and factories.By the end of this book, you'll be able to relate a real-world product with an associated control challenge and discover ways to overcome these challenges.What You Will Learn:Understand the role of machines, factories, and plants in manufacturing a productExplore the manufacturing landscape and its continuous evolutionUse practical applications to mitigate control challenges in manufacturingResolve implementation challenges of various applications in a machineDiscover how humans and automation work together in factoriesFind out how to solve the same control challenge in different waysDiscover links between Industry 3.0, Industry 4.0, digitalization, and lean manufacturingWho this book is for:The book will interest an inquisitive student of engineering (electrical, electronics, mechatronics, E&TC) who wishes to explore beyond the classroom textbook content. It will also serve as a teacher's handbook helping the lecturer bring the flair of industry into the classroom. Moreover, it will be useful for a practicing engineer, with cross-disciplinary knowledge that is needed to manufacture any real product. You must have basic knowledge of electronics, electrical, and mechatronics (engineering).

Build and deploy modern and secure applications on Microsoft Azure by implementing best practices, patterns, and new technologies with this easy-to-follow guidePurchase of the print or Kindle book includes a free PDF eBookKey Features:Learn various methods to migrate legacy applications to cloud using different Azure servicesImplement continuous integration and deployment as a best practice for DevOps and agile developmentGet started with building cloud-based applications using containers and orchestrators in different scenariosBook Description:Companies face several challenges during cloud adoption, with developers and architects needing to migrate legacy applications and build cloud-oriented applications using Azure-based technologies in different environments. A Developer's Guide to Cloud Apps Using Microsoft Azure helps you learn how to migrate old apps to Azure using the Cloud Adoption Framework and presents use cases, as well as build market-ready secure and reliable applications.The book begins by introducing you to the benefits of moving legacy apps to the cloud and modernizing existing ones using a set of new technologies and approaches. You'll then learn how to use technologies and patterns to build cloud-oriented applications. This app development book takes you on a journey through three major services in Azure, namely Azure Container Registry, Azure Container Instances, and Azure Kubernetes Service, which will help you build and deploy an application based on microservices. Finally, you'll be able to implement continuous integration and deployment in Azure to fully automate the software delivery process, including the build and release processes.By the end of this book, you'll be able to perform application migration assessment and planning, select the right Azure services, and create and implement a new cloud-oriented application using Azure containers and orchestrators.What You Will Learn:Get to grips with new patterns and technologies used for cloud-native applicationsMigrate old applications and databases to Azure with easeWork with containers and orchestrators to automate app deploymentSelect the right Azure service for deployment as per the use casesSet up CI/CD pipelines to deploy apps and services on Azure DevOpsLeverage Azure App Service to deploy your first applicationBuild a containerized app using Docker and Azure Container RegistryWho this book is for:This book is for cloud developers, software architects, system administrators, developers, and computer science students looking to understand the new role of the software architect or developer in the cloud world. Professionals looking to enhance their cloud and cloud-native programming concepts will also find this book useful. A sound background in C#, ASP.NET Core, and Visual Studio (any recent version) and basic knowledge of cloud computing will be helpful.

Unravel the power of Java design patterns by learning where to apply them effectively to solve specific software design and development problemsKey Features:Decouple logic across objects with dependency injection by creating various vehicles with featuresFinalize vehicle construction by chaining handlers using the Chain of Responsibility PatternPlan and execute an advanced vehicle sensor initiation with the Scheduler PatternBook Description:Design patterns are proven solutions to standard problems in software design and development, allowing you to create reusable, flexible, and maintainable code. This book enables you to upskill by understanding popular patterns to evolve into a proficient software developer.You'll start by exploring the Java platform to understand and implement design patterns. Then, using various examples, you'll create different types of vehicles or their parts to enable clarity in design pattern thinking, along with developing new vehicle instances using dedicated design patterns to make the process consistent. As you progress, you'll find out how to extend vehicle functionalities and keep the code base structure and behavior clean and shiny. Concurrency plays an important role in application design, and you'll learn how to employ a such design patterns with the visualization of thread interaction. The concluding chapters will help you identify and understand anti-pattern utilization in the early stages of development to address refactoring smoothly. The book covers the use of Java 17+ features such as pattern matching, switch cases, and instances of enhancements to enable productivity.By the end of this book, you'll have gained practical knowledge of design patterns in Java and be able to apply them to address common design problems.What You Will Learn:Understand the most common problems that can be solved using Java design patternsUncover Java building elements, their usages, and concurrency possibilitiesOptimize a vehicle memory footprint with the Flyweight PatternExplore one-to-many relations between instances with the observer patternDiscover how to route vehicle messages by using the visitor patternUtilize and control vehicle resources with the thread-pool patternUnderstand the penalties caused by anti-patterns in software designWho this book is for:If you are an intermediate-level Java developer or software architect looking to learn the practical implementation of software design patterns in Java, then this book is for you. No prior knowledge of design patterns is required, but an understanding of Java programming is necessary.

Kick-start your learning journey and implement both Kubernetes and cloud-native technologies in real-life scenarios with this essential, practical guide to the KCNA examPurchase of the print or Kindle book includes a free PDF eBookKey Features:Gain an in-depth understanding of cloud-native computing and Kubernetes conceptsPrepare for the KCNA exam with the help of practical examples and mock examsManage your applications better with Kubernetes container orchestrationBook Description:The job market related to the cloud and cloud-native technologies is both growing and becoming increasingly competitive, making certifications like KCNA a great way to stand out from the crowd and learn about the latest advancements in cloud technologies.Becoming KCNA Certified doesn't just give you the practical skills needed to deploy and connect applications in Kubernetes, but it also prepares you to pass the Kubernetes and Cloud Native Associate (KCNA) exam on your first attempt.The book starts by introducing you to cloud-native computing, containers, and Kubernetes through practical examples, allowing you to test the theory out for yourself. You'll learn how to configure and provide storage for your Kubernetes-managed applications and explore the principles of modern cloud-native architecture and application delivery, giving you a well-rounded view of the subject. Once you've been through the theoretical and practical aspects of the book, you'll get the chance to test what you've learnt with two mock exams, with explanations of the answers, so you'll be well-prepared to appear for the KCNA exam.By the end of this Kubernetes book, you'll have everything you need to pass the KCNA exam and forge a career in Kubernetes and cloud-native computing.What You Will Learn:Get to grips with Cloud Native Computing Foundation (CNCF) and its projectsBuild, configure, and run containers with DockerBootstrap minimal Kubernetes clusters for learningManage and encrypt container traffic with Service MeshDeploy, configure, and update applications on KubernetesControl and connect the applications that run on KubernetesManage storage and provide observability on KubernetesAutomate software development with CI/CD and GitOpsWho this book is for:This book is for DevOps engineers, system administrators, developers, fresh IT graduates, or anyone interested in cloud native architecture, applications, and technologies. Those with relevant work experience looking to upskill themselves in order to manage their applications with Kubernetes in a better way will also find this book helpful. Familiarity with IT fundamentals, networks, and command line interface (CLI) is required, but no prior knowledge of Kubernetes, docker, or cloud services is needed to get started with this book.

A must-have Kubernetes book to learn key concepts for succeeding in any production environment, be it a greenfield Kubernetes environment or your cloud-native journeyKey Features:Advance in your Kubernetes journey with guidance from a seasoned k8s practitioner and trainerDiscover best practices for implementing Kubernetes in any production environmentGo beyond the basics and work with Kubernetes applications in every environmentBook Description:Kubernetes is a trending topic among engineers, CTOs, CIOs, and other technically sound professionals. Due to its proliferation and importance for all cloud technologies, DevOps engineers nowadays need a solid grasp of key Kubernetes concepts to help their organization thrive.This book equips you with all the requisite information about how Kubernetes works and how to use it for the best results. You'll learn everything from why cloud native is important to implementing Kubernetes clusters to deploying applications in production. This book takes you on a learning journey, starting from what cloud native is and how to get started with Kubernetes in the cloud, on-premises, and PaaS environments such as OpenShift. Next, you'll learn about deploying applications in many ways, including Deployment specs, Ingress Specs, and StatefulSet specs. Finally, you'll be comfortable working with Kubernetes monitoring, observability, and security. Each chapter of 50 Kubernetes Concepts Every DevOps Engineer Should Know is built upon the previous chapter, ensuring that you develop practical skills as you work through the code examples in GitHub, allowing you to follow along while giving you practical knowledge.By the end of this book, you'll be able to implement Kubernetes in any environment, whether it's an existing environment, a greenfield environment, or your very own lab running in the cloud or your home.What You Will Learn:Find out how Kubernetes works on-premises, in the cloud, and in PaaS environmentsWork with networking, cluster management, and application deploymentUnderstand why cloud native is crucial for Kubernetes applicationsDeploy apps in different states, including Stateless and StatefulMonitor and implement observability in your environmentExplore the functioning of Kubernetes security at the cluster, user, and application levelWho this book is for:This book is for cloud engineers, developers, DevOps engineers, and infrastructure engineers responsible for inheriting a Kubernetes environment or creating a greenfield Kubernetes environment. If you are a professional who wants to get started with cloud-native applications and implement k8s best practices, then this book is a must-read. If you have engineered environments in the cloud and on-premises and understand how to deploy applications with a solid tenure in a developer role, this book will help you further your skills.

Become a creative JavaScript professional by creating and animating stunning 3D, browser-based graphics with Three.js from beginning to endPurchase of the print or Kindle book includes a free eBook in PDF formatKey Features:- Enhance your 3D graphics with light sources, shadows, advanced materials, and textures- Load models from external sources, visualize and, animate them directly using JavaScript- Create your own custom WebGL shader, explore Three.js' postprocessing feature, and learn how to integrate with Blender, React, and TypescriptBook Description:Three.js has become the industry standard for creating stunning 3D WebGL content. In this edition, you'll learn about all the features of Three.js and understand how to integrate it with the newest physics engines. You'll also develop a strong grip on creating and animating immersive 3D scenes directly in your browser, reaping the full potential of WebGL and modern browsers.The book starts with the basic concepts and building blocks used in Three.js and helps you explore these essential topics in detail through extensive examples and code samples. You'll learn how to create realistic-looking 3D objects using textures and materials and how to load existing models from an external source. Next, you'll understand how to control the camera using the Three.js built-in camera controls, which will enable you to fly or walk around the 3D scene you've created. Later chapters will cover the use of HTML5 video and canvas elements as materials for your 3D objects to animate your models. You'll learn how to use morph targets and skeleton-based animation, before understanding how to add physics, such as gravity and collision detection, to your scene. Finally, you'll master combining Blender with Three.js and creating VR and AR scenes.By the end of this book, you'll be well-equipped to create 3D-animated graphics using Three.js.What You Will Learn:- Implement the different camera controls provided by Three.js to navigate your 3D scene- Discover working with vertices directly to create snow, rain, and galaxy-like effects- Import and animate models from external formats, such as glTF, OBJ, STL, and COLLADA- Design and run animations using morph targets and bone-based animation- Create realistic-looking 3D objects using advanced textures on materials- Interact directly with WebGL by creating custom vertex and fragment shaders- Make scenes using the Rapier physics engine, and integrate Three.js with VR and ARWho this book is for:This book is for JavaScript developers looking to learn the use of Three.js library.Table of Contents- Creating Your First 3D Scene withThree.js- The Basic Components that Make up a Three.js Application- Working with Light Sources in Three.js- Working with Three.js Materials- Learning to Work with Geometries- Exploring Advanced Geometries- Points and Sprites- Creating and Loading Advanced Meshes and Geometries- Animations and moving the camera- Loading and Working with Textures- Render Postprocessing- Adding Physics and Sounds to Your Scene- Working with Blender and Three.js- Three.js together with React, Typescript, and Web-XR

Develop a rendering framework in this part-color guide by implementing next-generation 3D graphics, leveraging advanced Vulkan features, and getting familiar with efficient real-time ray tracing techniques uncovered by leading industry veterans, Marco Castorina and Gabriel SassoneKey Features:- Use a pre-built "Raptor" engine to abstract tedious aspects like file systems, memory allocation, and utility functions- Delve into advanced graphics programming by taking advantage of Vulkan's cutting-edge features, including mesh shaders and ray tracing- Optimize your engine without reinventing the wheel- Purchase of the print or Kindle book includes a free PDF eBookBook Description:Vulkan is now an established and flexible multi-platform graphics API. It has been adopted in many industries, including game development, medical imaging, movie productions, and media playback but learning it can be a daunting challenge due to its low-level, complex nature. Mastering Graphics Programming with Vulkan is designed to help you overcome this difficulty, providing a practical approach to learning one of the most advanced graphics APIs.In Mastering Graphics Programming with Vulkan, you'll focus on building a high-performance rendering engine from the ground up. You'll explore Vulkan's advanced features, such as pipeline layouts, resource barriers, and GPU-driven rendering, to automate tedious tasks and create efficient workflows. Additionally, you'll delve into cutting-edge techniques like mesh shaders and real-time ray tracing, elevating your graphics programming to the next level.By the end of this book, you'll have a thorough understanding of modern rendering engines to confidently handle large-scale projects. Whether you're developing games, simulations, or visual effects, this guide will equip you with the skills and knowledge to harness Vulkan's full potential.What You Will Learn:- Understand resources management and modern bindless techniques- Get comfortable with how a frame graph works and know its advantages- Explore how to render efficiently with many light sources- Discover how to integrate variable rate shading- Understand the benefits and limitations of temporal anti-aliasing- Get to grips with how GPU-driven rendering works- Explore and leverage ray tracing to improve render qualityWho this book is for:This book is for professional graphics and game developers who want to gain in-depth knowledge about how to write a modern and performant rendering engine in Vulkan. Familiarity with basic concepts of graphics programming (i.e. matrices, vectors, etc.) and fundamental knowledge of Vulkan are required.Table of Contents- Introducing the Raptor Engine and Hydra- Improving Resources Management- Unlocking Multi-Threading- Implementing a Frame Graph- Unlocking Async Compute- GPU-Driven Rendering- Rendering Many Lights with Clustered Deferred Rendering- Adding Shadows Using Mesh Shaders- Implementing Variable Rate Shading- Adding Volumetric Fog- Temporal Anti-Aliasing- Getting Started with Ray Tracing- Revisiting Shadows with Ray Tracing- Adding Dynamic Diffuse Global Illumination with Ray Tracing- Adding Reflections with Ray Tracing

Acquire hands-on knowledge and technical skills for designing and developing aesthetically appealing, interactive devices using ESP32, Arduino, and SNAP circuits with M5Stack CoreKey Features:Learn ESP32 microcontroller and M5Stack Core development platform with hands-on projectsCreate aesthetically appealing visuals for technology engagement using the M5Stack Core deviceBuild interactive devices using Arduino and SNAP circuits with the M5Stack Core development platformBook Description:As an embedded systems developer or an IoT developer, you can often face challenges in maintaining focus on prototyping a product concept while using a specific high-level programming language for implementation. To overcome these challenges, the M5Stack Core platform uses an ESP32 microcontroller and block code that allows you to focus on product creation and application instead of the high-level programming language. M5Stack Electronics Blueprints presents various design and prototyping approaches as well as UI layout and electronics interfacing techniques that will help you to become skilled in developing useful products effectively.This book takes you through a hands-on journey for a better understanding of the ESP32 microcontroller and the M5Stack Core's architecture. You'll delve into M5Stack Core topics such as electronic units, light, sound, motion devices, interfacing circuits, SNAP circuit kits, Arduino applications, and building Bluetooth and Wi-Fi IoT devices. Further, you'll explore various M5Stack core applications using a project-based learning method, including the fascinating 32-bit microcontroller device technology.By the end of this book, you'll be able to design and build interactive, portable electronic controllers, IoT, and wearable devices using the M5Stack Core.What You Will Learn:Design user interfaces using no-code/low code programming languagesPrototype electronic controllers for audio alarms swiftlyWire an M5Stack Core 2 to an Arduino Uno or equivalent to build a touch control relay controllerPrototype Bluetooth IoT controllers efficientlyBuild and code Wi-Fi sniffers and scanner gadgetsPrototype wearable devices with easeCreate ESP32 applications using system block diagram designBuild a DC motor controller operated by a M5Stack Core unitWho this book is for:This book is for practicing embedded systems and IoT developers, electronics and automation technicians, STEM technical educators, students, and hobbyists looking to learn about the ESP32 microcontroller and M5Stack technologies. There is no prerequisite - apart from a desire to learn about ESP32-based electronics and interactive devices, then this book is for you.

Build a blue team for efficient cyber threat management in your organizationKey Features:Explore blue team operations and understand how to detect, prevent, and respond to threatsDive deep into the intricacies of risk assessment and threat managementLearn about governance, compliance, regulations, and other best practices for blue team implementationBook Description:We've reached a point where all organizational data is connected through some network. With advancements and connectivity comes ever-evolving cyber threats - compromising sensitive data and access to vulnerable systems. Cybersecurity Blue Team Strategies is a comprehensive guide that will help you extend your cybersecurity knowledge and teach you to implement blue teams in your organization from scratch.Through the course of this book, you'll learn defensive cybersecurity measures while thinking from an attacker's perspective. With this book, you'll be able to test and assess the effectiveness of your organization's cybersecurity posture. No matter the medium your organization has chosen- cloud, on-premises, or hybrid, this book will provide an in-depth understanding of how cyber attackers can penetrate your systems and gain access to sensitive information. Beginning with a brief overview of the importance of a blue team, you'll learn important techniques and best practices a cybersecurity operator or a blue team practitioner should be aware of. By understanding tools, processes, and operations, you'll be equipped with evolving solutions and strategies to overcome cybersecurity challenges and successfully manage cyber threats to avoid adversaries.By the end of this book, you'll have enough exposure to blue team operations and be able to successfully set up a blue team in your organization.What You Will Learn:Understand blue team operations and its role in safeguarding businessesExplore everyday blue team functions and tools used by themBecome acquainted with risk assessment and management from a blue team perspectiveDiscover the making of effective defense strategies and their operationsFind out what makes a good governance programBecome familiar with preventive and detective controls for minimizing riskWho this book is for:This book is for cybersecurity professionals involved in defending an organization's systems and assets against attacks. Penetration testers, cybersecurity analysts, security leaders, security strategists, and blue team members will find this book helpful. Chief Information Security Officers (CISOs) looking at securing their organizations from adversaries will also benefit from this book. To get the most out of this book, basic knowledge of IT security is recommended.

Use the Rust programming language to build fully functional web applications with async Rust to amplify security and boost the performance of your programsKey Features:Work with cutting-edge web techniques such as distroless Rust servers, Terraform, and AWS deploymentGet acquainted with async concepts such as actors and queuing tasks using lower-level frameworks like TokioBuild a full web application in Rust with a database, authentication, and frontendBook Description:Are safety and high performance a big concern for you while developing web applications?With this practical Rust book, you'll discover how you can implement Rust on the web to achieve the desired performance and security as you learn techniques and tooling to build fully operational web apps.In this second edition, you'll get hands-on with implementing emerging Rust web frameworks, including Actix, Rocket, and Hyper. It also features HTTPS configuration on AWS when deploying a web application and introduces you to Terraform for automating the building of web infrastructure on AWS. What's more, this edition also covers advanced async topics. Built on the Tokio async runtime, this explores TCP and framing, implementing async systems with the actor framework, and queuing tasks on Redis to be consumed by a number of worker nodes. Finally, you'll go over best practices for packaging Rust servers in distroless Rust Docker images with database drivers, so your servers are a total size of 50Mb each.By the end of this book, you'll have confidence in your skills to build robust, functional, and scalable web applications from scratch.What You Will Learn:Structure and build scalable Rust web apps by creating a basic to-do list web appManage authentication and databases in Rust web applicationsGet to grips with wrapping web applications in distrolessUnderstand the building blocks of web development such as HTTPS, TCP, and middlewareBuild app infrastructure on AWS using Terraform with databases, servers, load balancers, HTTPS, and URL routingBuild end-to-end tests using PostmanBuild async systems implementing the actor model using TokioWho this book is for:This Rust programming book is for web developers who want to learn and implement Rust to build web applications. Developers familiar with languages such as Python, Ruby, and JS will be able to use this book to build high performant web apps with Rust.Although no prior experience in Rust is necessary, a solid understanding of web development principles, along with basic knowledge of HTML, CSS, and JavaScript, is necessary to get the most out of this book.

Implement effective cybersecurity strategies to help you and your security team protect, detect, and respond to modern-day threatsPurchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesProtect your organization from cybersecurity threats with field-tested strategiesUnderstand threats such as exploits, malware, internet-based threats, and governmentsMeasure the effectiveness of your organization's current cybersecurity program against modern attackers' tacticsBook DescriptionTim Rains is Microsoft's former Global Chief Security Advisor and Amazon Web Services' former Global Security Leader for Worldwide Public Sector. He has spent the last two decades advising private and public sector organizations all over the world on cybersecurity strategies.Cybersecurity Threats, Malware Trends, and Strategies, Second Edition builds upon the success of the first edition that has helped so many aspiring CISOs, and cybersecurity professionals understand and develop effective data-driven cybersecurity strategies for their organizations. In this edition, you'll examine long-term trends in vulnerability disclosures and exploitation, regional differences in malware infections and the socio-economic factors that underpin them, and how ransomware evolved from an obscure threat to the most feared threat in cybersecurity. You'll also gain valuable insights into the roles that governments play in cybersecurity, including their role as threat actors, and how to mitigate government access to data. The book concludes with a deep dive into modern approaches to cybersecurity using the cloud.By the end of this book, you will have a better understanding of the threat landscape, how to recognize good Cyber Threat Intelligence, and how to measure the effectiveness of your organization's cybersecurity strategy.What you will learnDiscover enterprise cybersecurity strategies and the ingredients critical to their successImprove vulnerability management by reducing risks and costs for your organizationMitigate internet-based threats such as drive-by download attacks and malware distribution sitesLearn the roles that governments play in cybersecurity and how to mitigate government access to dataWeigh the pros and cons of popular cybersecurity strategies such as Zero Trust, the Intrusion Kill Chain, and othersImplement and then measure the outcome of a cybersecurity strategyDiscover how the cloud can provide better security and compliance capabilities than on-premises IT environmentsWho this book is forThis book is for anyone who is looking to implement or improve their organization's cybersecurity strategy. This includes Chief Information Security Officers (CISOs), Chief Security Officers (CSOs), compliance and audit professionals, security architects, and cybersecurity professionals. Basic knowledge of Information Technology (IT), software development principles, and cybersecurity concepts is assumed.Table of ContentsIntroductionWhat to Know About Threat IntelligenceUsing Vulnerability Trends to Reduce Risk and CostsThe Evolution of MalwareInternet-Based ThreatsThe Roles Governments Play in CybersecurityGovernment access to dataIngredients for a Successful Cybersecurity StrategyCybersecurity StrategiesStrategy ImplementationMeasuring Performance and EffectivenessModern Approaches to Security and Compliance

A pragmatic handbook on IoT technologies and markets that will guide you in implementing cellular IoT solutions as part of an enterprise's digital transformation affecting both operational cost savings and new business models.Purchase of the print or Kindle book includes a free eBook in the PDF format.Key Features:Understand all the critical aspects of a cellular IoT solution with this practical guideIdentify key enterprise IoT market requirements and IoT business casesDevelop robust end-to-end cellular IoT solutions with the help of best practices and case studiesBook Description:Even if you're an IoT technology manager with a sound understanding of wireless local area network technologies like Wi-Fi and Bluetooth, you may face many unique challenges when implementing a wireless wide area network (WWAN) IoT solution with cellular technologies with respect to choosing the optimal IoT device, cellular connectivity, and architecture. To help you overcome such roadblocks, this digital transformation book guides you in implementing a robust, end-to-end cellular IoT solution using best practices for all aspects of managing the IoT solution.Starting with an introduction to the top IoT markets and solutions in the context of an enterprise's digital transformation, this book will show you how this leads to cost savings and new business models. You'll grasp all you need to know about the IoT system components, life cycle, and best practices for implementing an IoT solution. While the book explains all the leading IoT wireless technologies, the focus is on LTE and 5G cellular technologies. With a review of real-world cellular IoT solution case studies and future IoT trends, you'll be ready to work with wireless IoT technologies, devices, and architectures.By the end of this book, you'll be able to identify the best wireless technologies for your IoT use cases and successfully implement cellular IoT solutions addressing key issues in the solution life cycle.What You Will Learn:Understand how IoT enables an enterprise's digital transformationDiscover the applications of various IoT wireless technologiesExplore IoT devices, architectures, and real-world use casesDive deep into LTE and 5G cellular technologies and how they enable IoTBuild a privacy and security framework in an IoT solutionSelect the best components for a cellular IoT enterprise solutionOvercome challenges in the IoT solution life cycleExamine new cellular IoT technologies, trends, and business modelsWho this book is for:This book is for IoT technology managers, leaders, C-suite executives, and decision-makers considering or currently developing IoT solutions based on wireless/cellular technologies such as LTE and 5G. You'll be able to make the most of this book if you understand the importance of IoT connectivity in the context of its applications.

Explore the sysadmin features and architecture of ChromeOS to master its local and cloud-based administrative tools and capabilitiesKey Features:Get a complete overview of using ChromeOS as a powerful system admin toolGet hands-on experience working with Google's administration platformLearn about centralized management of resources as the hallmark of enterprise system administrationBook Description:Google's ChromeOS provides a great platform for technicians, system administrators, developers, and casual users alike, providing a seemingly simplistic architecture that is easy enough for a novice user to begin working with. However, beneath the surface, this operating system boasts a plethora of powerful tools, able to rival any other OS on the market. So, learning how to harness the full potential of the OS is critical for you as a technical worker and user to thrive at your workplace. ChromeOS System Administrator's Guide will help you reap the benefits of all features of ChromeOS.This book explains ChromeOS' unique architecture and its built-in tools that perform essential tasks such as managing user accounts, working with data, and launching applications. As you build your foundational knowledge of the OS, you'll be exposed to higher-level concepts such as security, command line, and enterprise management.By the end of this book, you'll be well-equipped to perform a range of system administration tasks within ChromeOS without requiring an alternative operating system, thereby broadening your options as a technician, system administrator, developer, or engineer.What You Will Learn:Install, update, and configure ChromeOS on standalone devicesManage Google's cloud-based applications and resources effectivelyImplement key networking and security features to protect your architecture from cyber threatsUnderstand common troubleshooting and disaster recovery techniquesMigrate data from other platforms to Google Workspace efficientlyPerform administrative tasks and run Linux scripts with Chrome ShellManage your enterprise from the Google Workspace Admin ConsoleWho this book is for:This book is for you if you want to become a system administrator, developer, or engineer, and are looking to explore ChromeOS architecture all while expanding your knowledge of administration tools and techniques. Basic knowledge of system administration is required.

Get to grips with the latest container examples, Python 3 features, GitLab DevOps, network data analysis, and cloud networking to get the most out of Python for network engineering with the latest edition of this bestselling guidePurchase of the print or Kindle book includes a free eBook in PDF format.Key Features:Explore the power of the latest Python libraries and frameworks to tackle common and complex network problems efficiently and effectivelyUse Python and other open source tools for Network DevOps, automation, management, and monitoringUse Python 3 to implement advanced network-related featuresBook Description:Networks in your infrastructure set the foundation for how your application can be deployed, maintained, and serviced. Python is the ideal language for network engineers to explore tools that were previously available to systems engineers and application developers. In Mastering Python Networking, Fourth edition, you'll embark on a Python-based journey to transition from traditional network engineers to network developers ready for the next-generation of networks.This new edition is completely revised and updated to work with the latest Python features and DevOps frameworks. In addition to new chapters on introduction to Docker containers and Python 3 AsyncIO for network engineers, each chapter is updated with the latest libraries with working examples to ensure compatibility and understanding of the concepts.Starting with a basic overview of Python, the book teaches you how it can interact with both legacy and API-enabled network devices. You will learn to leverage high-level Python packages and frameworks to perform network automation tasks, monitoring, management, and enhanced network security, followed by AWS and Azure Cloud networking. You will use Git for code management, GitLab for continuous integration, and Python-based testing tools to verify your network.What You Will Learn:Use Python to interact with network devicesUnderstand Docker as a tool that you can use for the development and deploymentUse Python and various other tools to obtain information from the networkLearn how to use ELK for network data analysisUtilize Flask and construct high-level API to interact with in-house applicationsDiscover the new AsyncIO feature and its concepts in Python 3Explore Test-Driven Development concepts and use PyTest to drive code test coverageUnderstand how GitLab can be used with DevOps practices in networkingWho this book is for:Mastering Python Networking, Fourth edition is for network engineers, developers, and SREs who want to learn Python for network automation, programmability, monitoring, cloud, and data analysis. Network engineers who want to transition from manual to automation-based networks using the latest DevOps tools will also get a lot of useful information from this book.Basic familiarity with Python programming and networking-related concepts such as Transmission Control Protocol/Internet Protocol (TCP/IP) will be helpful in getting the most out of this book.

Become an accomplished motion designer, animator, and interactive content producer with the help of expert-led materialKey Features:Produce rich motion graphics and interactive animations for multiple platforms by exploring the Adobe Animate ecosystemGet acquainted with the key features and enhancements in the latest Adobe Animate release such as depth, layering, and object warpingTake your Adobe Animate projects to the next level with creative workflows using diverse animation techniquesBook Description:Adobe Animate is a platform-agnostic asset creation application that enables you to create motion design and vector animations while facilitating interactivity across other Adobe software such as After Effects, Photoshop, and Illustrator. This book comes packed with explanations of essential concepts and step-by-step walk-throughs of practical examples, guiding you in using Animate to create immersive experiences and breaking the walls of creative limitations.In this third edition, you'll begin by getting up to speed with the features of Adobe Animate. You'll learn how to set up Animate as a creative platform and explore the enhancements introduced in its most recent versions. The book will show you how to consume and produce media assets for different platforms through the publish and export workflows. You'll explore advanced rigging workflows and discover how to create more dynamic animations with complex depth and movement techniques. As the book demonstrates different ways of channeling your creativity through Animate, you'll be able to build projects such as games, virtual reality experiences, generative art, and apps for various platforms. Finally, this graphic design book covers the different methods used to extend the software to meet various user requirements.By the end of this book, you'll be able to produce a variety of media assets, motion graphic designs, animated artifacts, and interactive content pieces for platforms such as HTML5 Canvas, WebGL, and mobile devices.What You Will Learn:Gain an understanding of Adobe Animate foundations and new featuresUnderstand how to publish and export rich media content to various platformsFind out how to use advanced layering and rigging techniques to create engaging motion contentExplore how to create dynamic motions using variable layer depth techniquesDevelop web-based games, generative art, virtual reality experiences, and multiplatform mobile applicationsMake the most of Animate with extensions, application-level scripting, and the creation of custom-integrated tutorialsWho this book is for:This book is for web, graphic, and motion design professionals with basic experience in animation who want to take their existing skills to the next level. A clear understanding of fundamental animation concepts will help you to get the most out of this book and produce impressive results.

Make the most of Splunk 9.x to build insightful reports and dashboards with a detailed walk-through of its extensive features and capabilitiesKey Features:- Be well-versed with the Splunk 9. x architecture, installation, onboarding, and indexing data features- Create advanced visualizations using the Splunk search processing language- Explore advanced Splunk administration techniques, including clustering, data modeling, and container managementBook Description:Splunk 9 improves on the existing Splunk tool to include important features such as federated search, observability, performance improvements, and dashboarding. This book helps you to make the best use of the impressive and new features to prepare a Splunk installation that can be employed in the data analysis process.Starting with an introduction to the different Splunk components, such as indexers, search heads, and forwarders, this Splunk book takes you through the step-by-step installation and configuration instructions for basic Splunk components using Amazon Web Services (AWS) instances. You'll import the BOTS v1 dataset into a search head and begin exploring data using the Splunk Search Processing Language (SPL), covering various types of Splunk commands, lookups, and macros. After that, you'll create tables, charts, and dashboards using Splunk's new Dashboard Studio, and then advance to work with clustering, container management, data models, federated search, bucket merging, and more.By the end of the book, you'll not only have learned everything about the latest features of Splunk 9 but also have a solid understanding of the performance tuning techniques in the latest version.What You Will Learn:- Install and configure the Splunk 9 environment- Create advanced dashboards using the flexible layout options in Dashboard Studio- Understand the Splunk licensing models- Create tables and make use of the various types of charts available in Splunk 9.x- Explore the new configuration management features- Implement the performance improvements introduced in Splunk 9.x- Integrate Splunk with Kubernetes for optimizing CI/CD managementWho this book is for:The book is for data analysts, Splunk users, and administrators who want to become well-versed in the data analytics services offered by Splunk 9. You need to have a basic understanding of Splunk fundamentals to get the most out of this book.Table of Contents- Introduction to Splunk and its Core Components- Setting Up the Splunk Environment- Onboarding and Normalizing Data- Introduction to SPL- Reporting Commands, Lookups, and Macros- Creating Tables and Charts Using SPL- Creating Dynamic Dashboards- Licensing, Indexing, and Buckets- Clustering and Advanced Administration- Data Models, Acceleration, and Other Ways to Improve Performance- Multisite Splunk Deployments and Federated Search- Container Management

Fully build and productionize end-to-end machine learning solutions using Azure Machine Learning ServiceKey Features:Automate complete machine learning solutions using Microsoft AzureUnderstand how to productionize machine learning modelsGet to grips with monitoring, MLOps, deep learning, distributed training, and reinforcement learningBook Description:Data scientists working on productionizing machine learning (ML) workloads face a breadth of challenges at every step owing to the countless factors involved in getting ML models deployed and running. This book offers solutions to common issues, detailed explanations of essential concepts, and step-by-step instructions to productionize ML workloads using the Azure Machine Learning service. You'll see how data scientists and ML engineers working with Microsoft Azure can train and deploy ML models at scale by putting their knowledge to work with this practical guide.Throughout the book, you'll learn how to train, register, and productionize ML models by making use of the power of the Azure Machine Learning service. You'll get to grips with scoring models in real time and batch, explaining models to earn business trust, mitigating model bias, and developing solutions using an MLOps framework.By the end of this Azure Machine Learning book, you'll be ready to build and deploy end-to-end ML solutions into a production system using the Azure Machine Learning service for real-time scenarios.What You Will Learn:Train ML models in the Azure Machine Learning serviceBuild end-to-end ML pipelinesHost ML models on real-time scoring endpointsMitigate bias in ML modelsGet the hang of using an MLOps framework to productionize modelsSimplify ML model explainability using the Azure Machine Learning service and Azure InterpretWho this book is for:Machine learning engineers and data scientists who want to move to ML engineering roles will find this AMLS book useful. Familiarity with the Azure ecosystem will assist with understanding the concepts covered.

Build apps for Android, iOS, macOS, and Windows using Microsoft's .NET Multi-platform App UI and BlazorKey Features:Get familiar with Microsoft's UI toolkit to build amazing interfaces for iOS, Android, Windows, and macOSBuild a cross-platform password manager based on the famous Windows app, KeePassExplore .NET MAUI development and Hybrid app development using BlazorBook Description:An evolution of Xamarin.Forms, .NET Multi-platform App UI (.NET MAUI) is a cross-platform framework for creating native mobile and desktop apps with C# and XAML. Using .NET MAUI, you can develop apps that'll run on Android, iOS, macOS, and Windows from a single shared code-base. This step-by-step guide provides a comprehensive introduction to those who are new to .NET MAUI that will have you up to speed with app development using .NET MAUI in no time.The book begins by showing you how to develop a cross-platform application using .NET MAUI and then helps you build an app throughout the chapters. You'll gain all the knowledge needed to create a cross-platform application for Android, iOS, the mac OS, and Windows from a single shared code-base using .NET MAUI. As you advance, you'll get to grips with the entire application development lifecycle, from design and implementation through to deployment to the app store through the development of a password manager app using KeePassLib. The concluding chapters will teach you how to integrate the latest frontend technology into your app through .NET MAUI Blazor.By the end of this book, you'll have learned how to develop your own cross-platform applications using .NET MAUI.What You Will Learn:Discover the latest features of .NET 6 that can be used in mobile and desktop app developmentFind out how to build cross-platform apps with .NET MAUI and BlazorImplement device-specific features using .NET MAUI EssentialsIntegrate third-party libraries and add your own device-specific featuresDiscover .NET class unit test using xUnit.net and Razor components unit test using bUnitDeploy apps in different app stores on mobile as well as desktopWho this book is for:This book is an entry-level .NET MAUI book for mobile developers interested in cross-platform application development with working experience of the .NET Core framework, as well as fresh or junior engineers who've just begun their career in mobile app development. Native application developers (desktop) or Xamarin developers who want to migrate to .NET MAUI will also benefit from this book. Basic knowledge of modern object-oriented programming language, such as C#, Java or Kotlin, is assumed.

Understand test automation and implement it in Web, Mobile, and APIs effectivelyKey Features:Learn how to automate your tests with the help of practical examplesUnderstand how to bridge the gap between testing and test automationExplore test automation strategies for different platformsBook Description:This book helps you build a better understanding of test automation and aids in bridging the gap between testing and test automation.The book has been divided into three sections with the first section focusing on preparing you for testing and test automation fundamentals. By the end of this section, you'll have an understanding of some common automation terms, definitions, and roles. The second section covers the practical implementation of test automation for mobile, web, API and performance. The third section will help you understand how test automation works with CI/CD, and explore the common issues and pitfalls when executing test automation.By the end of this book, you'll have a better understanding of automation, addressing the common pain points and best practices around test automation.What You Will Learn:Gain a solid understanding of test automationUnderstand how automation fits into a test strategyExplore essential design patterns for test automationDesign and implement highly reliable automated testsUnderstand issues and pitfalls when executing test automationDiscover the commonly used test automation tools/frameworksWho this book is for:This book is for manual testers who want to enter the field of test automation and developers who want to learn more about test automation.

Become an expert in Terraform on Google Cloud by using Infrastructure as Code for provisioning multiple yet consistent environments to increase productivity in no timeKey Features:Get up and running with Terraform on Google CloudLearn Terraform concepts using Google Cloud code examplesApply Terraform to deploy realistic multi-tiered architectures quickly and repeatedlyBook Description:Google Cloud has adopted Terraform as the standard Infrastructure as Code tool. This necessitates a solid understanding of Terraform for any cloud architect or engineer working on Google Cloud. Yet no specific resources are available that focus on how to use Terraform on Google Cloud.This is the first book that teaches Terraform specifically for Google Cloud. You will take a journey from the basic concepts through to deploying complex architectures using Terraform. Using extensive code examples, you will receive guidance on how to authenticate Terraform in Google Cloud. As you advance, you'll get to grips with all the essential concepts of the Terraform language as applied to Google Cloud and deploy complete working architectures at the push of a button. Finally, you'll also be able to improve your Terraform workflow using Google Cloud native and third-party tools.By the end of this Terraform book, you will have gained a thorough understanding of Terraform and how to use it on Google Cloud, and be able to develop effective Terraform code, build reusable code, and utilize public domain Terraform modules to deploy on Google Cloud faster and more securely.What You Will Learn:Authenticate Terraform in Google Cloud using multiple methodsWrite efficient Terraform codeUse modules to share Terraform templatesManage multiple environments in Google CloudApply Terraform to deploy multi-tiered architecturesUse public modules to deploy complex architectures quicklyIntegrate Terraform into your Google Cloud environmentWho this book is for:This book is for Google Cloud architects and engineers who want to increase their productivity by using Terraform to automate the provisioning of Google Cloud deployments. A basic understanding of Google Cloud, such as the ability to provision resources using the Google Cloud console and using Cloud Shell, is assumed. Certification in Google Cloud is not required but helpful.