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Pragmatic Test-Driven Development in C# and .NET: Write loosely coupled, documented, and high-quality code with DDD using familiar tools and libraries
by Adam TibiBuild realistic applications with both relational and document databases and derive your code design using TDD. Unit test with xUnit and NSubstitute and learn concepts like DDD, SUT, Mocks, Fakes, Test Doubles, SOLID, and FIRSTHANDKey FeaturesBuild a full TDD-based app employing familiar tools and libraries to practice real-world scenariosDerive your architecture using TDD with domain-driven design and SOLID approachKnow the challenges of rolling out TDD and unit testing into your organization and build a planBook DescriptionTest-driven development is a manifesto for incrementally adding features to a product but starting with the unit tests first. Today's project templates come with unit tests by default and implementing them has become an expectation. It's no surprise that TDD/unit tests feature in most job specifications and are important ingredients for most interviews and coding challenges. Adopting TDD will enforce good design practices and expedite your journey toward becoming a better coding architect.This book goes beyond the theoretical debates and focuses on familiarizing you with TDD in a real-world setting by using popular frameworks such as ASP.NET Core and Entity Framework. The book starts with the foundational elements before showing you how to use Visual Studio 2022 to build an appointment booking web application. To mimic real-life, you'll be using EF, SQL Server, and Cosmos, and utilize patterns including repository, service, and builder. This book will also familiarize you with domain-driven design (DDD) and other software best practices, including SOLID and FIRSTHAND.By the end of this TDD book, you'll have become confident enough to champion a TDD implementation. You'll also be equipped with a business and technical case for rolling out TDD or unit testing to present to your management and colleagues.What you will learnWriting unit tests with xUnit and getting to grips with dependency injectionImplementing test doubles and mocking with NSubstituteUsing the TDD style for unit testing in conjunction with DDD and best practicesMixing TDD with the ASP.NET API, Entity Framework, and databasesMoving to the next level by exploring continuous integration with GitHubGetting introduced to advanced mocking scenariosChampioning your team and company for introducing TDD and unit testingWho this book is forThis book is for mid to senior-level .NET developers looking to use the potential of TDD to develop high-quality software. Basic knowledge of OOP and C# programming concepts is assumed but no knowledge of TDD or unit testing is expected. The book provides in-depth coverage of all the concepts of TDD and unit testing, making it an excellent guide for developers who want to build a TDD-based application from scratch or planning to introduce unit testing into their organization.
Salesforce for Beginners: A step-by-step guide to optimize sales and marketing and automate business processes with the Salesforce platform, 2nd Edition
by Sharif Shaalan Timothy RoyerLearn how to leverage the Salesforce platform for sales, service, marketing, and automating business activities from a 360-degree perspective.Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesEnhanced with reader feedback and updated with the latest UI for efficient learningLearn how to use Salesforce Flow, the new replacement for workflow rules and process builders on the Salesforce platformBecome familiar with the basics of Salesforce administration and mobile app setupBook DescriptionSalesforce is the world's leading Customer Relationship Management (CRM) software, helping businesses connect with their constituents and partners. This book will give you a comprehensive introduction to managing sales, marketing, customer relationships, and overall administration for your organization. You'll learn how to configure and use Salesforce for maximum efficiency and return on investmentThis book will teach you how to create activities, manage leads, manage users, set up security, customize your UX, work with third-party applications, build flows, develop your prospects and sales pipeline using opportunities and accounts, understand how you can enhance marketing activities using campaigns and much more. Packed with real-world business use cases, this Salesforce book will show you how to analyze your business information accurately to make productive decisions for your business. As you advance, you'll learn how to build various reports and dashboards in Salesforce to derive valuable business insights. Finally, you'll explore tools such as Salesforce Flows, approval processes, and assignment rules to achieve business process automation and set out on the path to becoming a successful Salesforce administratorBy the end of the book, you will know how to manipulate Salesforce to achieve your business goalsWhat you will learnExplore business development with leads, accounts and contacts in SalesforceFind out how stages and sales processes help you manage your opportunity pipelineAchieve marketing goals using Salesforce campaignsPerform business analysis using reports and dashboardsPractice automating business processes with Salesforce FlowGain a high-level overview of the items in the administration sectionGrasp the different aspects needed to build an effective Salesforce security modelWho this book is forIf you are new to Salesforce and want to learn it from scratch, an administrator looking to build your Salesforce skills, or a student looking to start a career in Salesforce, this book is for you. No prior knowledge of the Salesforce is required to get started with this book
Web Development with Blazor: A practical guide to start building interactive UIs with C# 11 and .NET 7, 2nd Edition
by Jimmy Engstrom Jeff FritzDevelop modern web UIs with Blazor Server and Blazor WebAssemblyPurchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesCreate a production-ready Blazor application from start to finishLearn Blazor fundamentals, gain actionable insights, and discover best practicesFind out how, when, and why to use Blazor Server and Blazor WebAssembly, as well as Blazor HybridBook DescriptionBlazor is an essential tool if you want to build interactive web apps without JavaScript, but it has a learning curve. Updated with the latest code in .NET 7 and C# 11 and written by someone who adopted Blazor early, this book will help you overcome the challenges associated with being a beginner with Blazor and teach you the best coding practices. You'll start by learning how to leverage the power of Blazor and exploring the full capabilities of both Blazor Server and Blazor WebAssembly. Then you'll move on to the practical part, centered around a sample project – a blog engine. You'll apply all your newfound knowledge about creating Blazor projects, the inner workings of Razor syntax, validating forms, and creating your own components. This new edition also looks at source generators, dives deeper into Blazor WebAssembly with ahead-of-time, and includes a dedicated new chapter demonstrating how to move components of an existing JavaScript (Angular, React) or MVC-based website to Blazor or combine the two. You'll also see how to use Blazor (Hybrid) together with .NET MAUI to create cross-platform desktop and mobile applications. When you reach the end of this book, you'll have the confidence you need to create and deploy production-ready Blazor applications, and you'll have a big-picture view of the Blazor landscape.What you will learnUnderstand the different technologies that can be used with Blazor, such as Blazor Server, Blazor WebAssembly, and Blazor HybridFind out how to build simple and advanced Blazor componentsExplore the differences between Blazor Server and Blazor WebAssembly projectsDiscover how Minimal APIs work and build your own APIExplore existing JavaScript libraries in Blazor and JavaScript interoperabilityLearn techniques to debug your Blazor Server and Blazor WebAssembly applicationsTest Blazor components using bUnitWho this book is forThis book is for .NET web developers and software developers who want to use their existing C# skills to build interactive SPA applications running either inside the web browser using Blazor WebAssembly, or on the server using Blazor Server.You'll need intermediate-level web-development skills, basic knowledge of C#, and prior exposure to .NET web development before you get started; the book will guide you through the rest.
Machine Learning Engineering on AWS: Build, scale, and secure machine learning systems and MLOps pipelines in production
by Joshua Arvin LatWork seamlessly with production-ready machine learning systems and pipelines on AWS by addressing key pain points encountered in the ML life cycleKey FeaturesGain practical knowledge of managing ML workloads on AWS using Amazon SageMaker, Amazon EKS, and moreUse container and serverless services to solve a variety of ML engineering requirementsDesign, build, and secure automated MLOps pipelines and workflows on AWSBook DescriptionThere is a growing need for professionals with experience in working on machine learning (ML) engineering requirements as well as those with knowledge of automating complex MLOps pipelines in the cloud. This book explores a variety of AWS services, such as Amazon Elastic Kubernetes Service, AWS Glue, AWS Lambda, Amazon Redshift, and AWS Lake Formation, which ML practitioners can leverage to meet various data engineering and ML engineering requirements in production.This machine learning book covers the essential concepts as well as step-by-step instructions that are designed to help you get a solid understanding of how to manage and secure ML workloads in the cloud. As you progress through the chapters, you'll discover how to use several container and serverless solutions when training and deploying TensorFlow and PyTorch deep learning models on AWS. You'll also delve into proven cost optimization techniques as well as data privacy and model privacy preservation strategies in detail as you explore best practices when using each AWS.By the end of this AWS book, you'll be able to build, scale, and secure your own ML systems and pipelines, which will give you the experience and confidence needed to architect custom solutions using a variety of AWS services for ML engineering requirements.What you will learnFind out how to train and deploy TensorFlow and PyTorch models on AWSUse containers and serverless services for ML engineering requirementsDiscover how to set up a serverless data warehouse and data lake on AWSBuild automated end-to-end MLOps pipelines using a variety of servicesUse AWS Glue DataBrew and SageMaker Data Wrangler for data engineeringExplore different solutions for deploying deep learning models on AWSApply cost optimization techniques to ML environments and systemsPreserve data privacy and model privacy using a variety of techniquesWho this book is forThis book is for machine learning engineers, data scientists, and AWS cloud engineers interested in working on production data engineering, machine learning engineering, and MLOps requirements using a variety of AWS services such as Amazon EC2, Amazon Elastic Kubernetes Service (EKS), Amazon SageMaker, AWS Glue, Amazon Redshift, AWS Lake Formation, and AWS Lambda -- all you need is an AWS account to get started. Prior knowledge of AWS, machine learning, and the Python programming language will help you to grasp the concepts covered in this book more effectively.
A Blueprint for Production-Ready Web Applications: Leverage industry best practices to create complete web apps with Python, TypeScript, and AWS
by Dr. Philip JonesGo from setting up your production environment, to building an app, to deploying it to the web using industry best practices along the wayKey FeaturesFollow a blueprint to build production-ready apps that can be adapted and tailored to your requirementsLearn how to combine a React frontend with a Quart backend, and run them in Docker on AWSAdopt industry best practices that can be used in your personal as well as work projectsBook DescriptionA Blueprint for Production-Ready Web Applications will help you expand upon your coding knowledge and teach you how to create a complete web application. Unlike other guides that focus solely on a singular technology or process, this book shows you how to combine different technologies and processes as needed to meet industry standards.You'll begin by learning how to set up your development environment, and use Quart and React to create the backend and frontend, respectively. This book then helps you get to grips with managing and validating accounts, structuring relational tables, and creating forms to manage data. As you progress through the chapters, you'll gain a comprehensive understanding of web application development by creating a to-do app, which can be used as a base for your future projects. Finally, you'll find out how to deploy and monitor your application, along with discovering advanced concepts such as managing database migrations and adding multifactor authentication.By the end of this web development book, you'll be able to apply the lessons and industry best practices that you've learned to both your personal and work projects, allowing you to further develop your coding portfolio.What you will learnSet up an optimum development environment for building web appsCreate a working backend Quart app that can be tailored to suit your needsBuild a user management system with passwords and authenticationBuild a single-page application with React Router and FormikDeploy your app to AWS and understand the importance of monitoringDiscover advanced concepts such as managing database migrationsWho this book is forThis book is for software engineers like recent computer science or bootcamp graduates who already know how to program and want to learn how to build an app by following standard industry processes such as continuous integration and continuous deployment (CI/CD). Working knowledge of TypeScript/JavaScript, Python, HTML, CSS, and SQL is needed. You don't, however, need prior experience with Quart, React, AWS, and all other specific technologies and processes, as they will be introduced in the book.
Software Architecture for Web Developers: An introductory guide for developers striving to take the first steps toward software architecture or just looking to grow as professionals
by Mihaela Roxana GhidersaDiscover an accessible pathway to advancing your career and becoming a web architect by building a solid technical ground in software architectureKey FeaturesFollow your desired career path that leads to a lucrative job as a web architectDevelop a solid technical background in software architecture using real-world practices and patternsLearn proven techniques and design considerations from an industry expertBook DescriptionLarge-scale web applications require you to write code efficiently following business and architectural considerations. They require web developers to understand the impact of their work on the system and how they can evolve the product.With this handbook, every developer will find something to take away. This book will help web developers looking to change projects or work on a new project in understanding the context of the application, along with how some design decisions or patterns fit better in their application's architecture. It acts as a guide, taking you through different levels of professional growth with a focus on best practices, coding guidelines, business considerations, and soft skills that will help you gain the knowledge to craft a career in web development. Finally, you'll work with examples and ways of applying the discussed concepts in practical situations.By the end of this book, you'll have gained valuable insights into what it means to be a web architect, as well as the impact architecture has on a web application.What you will learnUnderstand the context of software architecture, from shaping the product to delivery and beyondBecome well versed in what a web architect's role meansExplore go-to key concepts for every time you try your hand at app developmentAnalyze the importance of relationships with stakeholdersGet acquainted with the benefits of well-designed architectureDig into and solve myths web developers have come across or created along the wayWho this book is forThis book is for web developers who want to become web architects. Beginner-level web developers will be able to develop a strong technical background, and experienced web developers will learn techniques to become better professionals by understanding the web architect's role and the impact of efficient architecture on their projects.
Machine Learning on Kubernetes: A practical handbook for building and using a complete open source machine learning platform on Kubernetes
by Faisal Masood Ross BrigoliBuild a Kubernetes-based self-serving, agile data science and machine learning ecosystem for your organization using reliable and secure open source technologiesKey FeaturesBuild a complete machine learning platform on KubernetesImprove the agility and velocity of your team by adopting the self-service capabilities of the platformReduce time-to-market by automating data pipelines and model training and deploymentBook DescriptionMLOps is an emerging field that aims to bring repeatability, automation, and standardization of the software engineering domain to data science and machine learning engineering. By implementing MLOps with Kubernetes, data scientists, IT professionals, and data engineers can collaborate and build machine learning solutions that deliver business value for their organization.You'll begin by understanding the different components of a machine learning project. Then, you'll design and build a practical end-to-end machine learning project using open source software. As you progress, you'll understand the basics of MLOps and the value it can bring to machine learning projects. You will also gain experience in building, configuring, and using an open source, containerized machine learning platform. In later chapters, you will prepare data, build and deploy machine learning models, and automate workflow tasks using the same platform. Finally, the exercises in this book will help you get hands-on experience in Kubernetes and open source tools, such as JupyterHub, MLflow, and Airflow.By the end of this book, you'll have learned how to effectively build, train, and deploy a machine learning model using the machine learning platform you built.What you will learnUnderstand the different stages of a machine learning projectUse open source software to build a machine learning platform on KubernetesImplement a complete ML project using the machine learning platform presented in this bookImprove on your organization's collaborative journey toward machine learningDiscover how to use the platform as a data engineer, ML engineer, or data scientistFind out how to apply machine learning to solve real business problemsWho this book is forThis book is for data scientists, data engineers, IT platform owners, AI product owners, and data architects who want to build their own platform for ML development. Although this book starts with the basics, a solid understanding of Python and Kubernetes, along with knowledge of the basic concepts of data science and data engineering will help you grasp the topics covered in this book in a better way.
UiPath Administration and Support Guide: Learn industry-standard practices for UiPath program support and administration activities
by Arun Kumar AsokanPractical explanations that go beyond UiPath official documentation to guide new UiPath support professionals to excel in their workplaceKey FeaturesGet a deep understanding of practical aspects of the UiPath support and administration roleExplore real-world UiPath support and administration use casesDetails best practices and tips for UiPath support and administration professionalsBook DescriptionUiPath administration, support, maintenance, monitoring, and deployment activities are mandatory and more challenging than developing bots. This is a major issue for many firms that are looking to scale their RPA programs.This book will help in training new UiPath users/resources involved in administration and support tasks to address existing skill gaps in RPA market. The book starts with an introduction to the UiPath Platform. You'll learn how to set up UiPath Platform administration, support, monitoring, reporting, deployment, and maintenance. After that, you'll cover advanced topics, such as, using the orchestrator API for support operations, security, and risk management. In addition to this, best practices for each of the topics will be covered.By the end of this book, you will have the knowledge you need to work on the support and monitoring of UiPath programs of any size.What you will learnExplore the core UiPath Platform design and architectureUnderstand UiPath Platform support and administration conceptsGet to grips with real-world use cases of UiPath support, DevOps, and monitoringUnderstand UiPath maintenance and reportingDiscover best practices to enable UiPath operations scalingUnderstand the future trends in UiPath platform and support activitiesWho this book is forThis book is for UiPath support professionals looking to gain a 360-degree perspective of how to perform UiPath support and administration activities and understand different components such as orchestrators, robots, support frameworks, and models. RPA developers will be able to learn UiPath support and administration to add value to their current developer role. RPA CoE leaders who want to set up or improve their UiPath support organization will also benefit from this UiPath book.
Responsive Web Design with HTML5 and CSS: Build future-proof responsive websites using the latest HTML5 and CSS techniques, 4th Edition
by Ben FrainHarness the latest capabilities of HTML5 and CSS to create a single UI that works flawlessly on mobile phones, tablets, and desktops — plus everything in-between – now with color images!Key FeaturesUnderstand what responsive web design is and its significance for modern web developmentExplore the latest developments in responsive web design and CSS, including layout with Grid and Subgrid, CSS Cascade Layers, Wide Gamut colors, and CSS FunctionsGet to grips with the uses and benefits of new HTML elements and attributesBook DescriptionResponsive Web Design with HTML5 and CSS, Fourth Edition, is a fully revamped and extended version of one of the most comprehensive and bestselling books on the latest HTML5 and CSS techniques for responsive web design. It emphasizes pragmatic application, teaching you the approaches needed to build most real-life websites, with downloadable examples in every chapter.Written in the author's friendly and easy-to-follow style, this edition covers all the newest developments and improvements in responsive web design, including approaches for better accessibility, variable fonts and font loading, and the latest color manipulation tools making their way to browsers. You can enjoy coverage of bleeding-edge features such as CSS layers, container queries, nesting, and subgrid.The book concludes by exploring some exclusive tips and approaches for front-end development from the author.By the end of the book, you will not only have a comprehensive understanding of responsive web design and what is possible with the latest HTML5 and CSS, but also the knowledge of how to best implement each technique. Read through as a complete guide or dip in as a reference for each topic-focused chapter.What you will learnUse media queries, including detection for touch/mouse and color preferenceLearn HTML semantics and author accessible markupFacilitate different images depending on screen size or resolutionWrite the latest color functions, mix colors, and choose the most accessible onesUse SVGs in designs to provide resolution-independent imagesCreate and use CSS custom properties, making use of new CSS functions including clamp', min', and max'Add validation and interface elements to HTML formsEnhance interface elements with filters, shadows, and animationsWho this book is forAre you a full-stack or back-end developer who needs to improve their front-end skills? Perhaps you work on the front-end and you need a definitive overview of all modern HTML and CSS has to offer? Maybe you have done a little website building but you need a deep understanding of responsive web designs and how to achieve them? This is the book for you! All you need to take advantage of this book is a working understanding of HTML and CSS. No JavaScript knowledge is needed.
Building IoT Visualizations using Grafana: Power up your IoT projects and monitor with Prometheus, LibreNMS, and Elasticsearch
by Rodrigo Juan HernandezThe IoT developer's complete guide to building powerful dashboards, analyzing data, and integrating with other platformsKey FeaturesConnect devices, store and manage data, and build powerful data visualizationsIntegrate Grafana with other systems, such as Prometheus, OpenSearch, and LibreNMSLearn about message brokers and data forwarders to send data from sensors and systems to different platformsBook DescriptionGrafana is a powerful open source software that helps you to visualize and analyze data gathered from various sources. It allows you to share valuable information through unclouded dashboards, run analytics, and send notifications. Building IoT Visualizations Using Grafana offers how-to procedures, useful resources, and advice that will help you to implement IoT solutions with confidence. You'll begin by installing and configuring Grafana according to your needs. Next, you'll acquire the skills needed to implement your own IoT system using communication brokers, databases, and metric management systems, as well as integrate everything with Grafana. You'll learn to collect data from IoT devices and store it in databases, as well as discover how to connect databases to Grafana, make queries, and build insightful dashboards. Finally, the book will help you implement analytics for visualizing data, performing automation, and delivering notifications. By the end of this Grafana book, you'll be able to build insightful dashboards, perform analytics, and deliver notifications that apply to IoT and IT systems.What you will learnInstall and configure Grafana in different types of environmentsEnable communication between your IoT devices using different protocolsBuild data sources by ingesting data from IoT devicesGather data from Grafana using different types of data sourcesBuild actionable insights using plugins and analyticsDeliver notifications across several communication channelsIntegrate Grafana with other platformsWho this book is forThis book is for IoT developers who want to build powerful visualizations and analytics for their projects and products. Technicians from the embedded world looking to learn how to build systems and platforms using open source software will also benefit from this book. If you have an interest in technology, IoT, open source, and related subjects then this book is for you. Basic knowledge of administration tasks on Linux-based systems, IP networks and network services, protocols, ports, and related topics will help you make the most out of this book.
Enhancing Productivity with Notion: Save time on projects by supercharging your productivity with Notion's powerful features and templates
by Danny HatcherWritten by an experienced Notion Ambassador, this book helps you become proficient with the features, functions, and flexibility of the Notion app to make work and personal life easierKey FeaturesCreate accounts, workspaces, and dashboards using all of Notion's flexible featuresDevelop the skills you need to work in various contexts, while working collaboratively with othersUse basic and advanced blocks, databases, and functions to optimize a workflow that works for youBook DescriptionNotion is note-taking, wiki management, and task and project management software that gives you control of your working environment. By creating pages using a variety of block types and database styles, the possibilities are endless. This book will help you overcome challenges in managing large projects using Notion and creating documents using real-time updates with a great deal of flexibility, allowing everyone to have a customized view as per their needs.With this book, you'll become well-versed with Notion, where you'll learn how to access, create, and change a workspace utilizing all the blocks, database views and properties, and advanced features and functions. From a table or list view to a Kanban board or gallery view, you'll get to explore several database options available in Notion. You'll learn the skills to build pages, customize the aesthetics, create templates, and store, organize, and surface information through databases, all while building a system and workflow that works for you in your context. The book will also demonstrate how to import and export information and combine Notion with other tools using the API.By the end of this book, you'll be able to create a task management system, project management system, or any other system while combining it with other tools that speed up your work for better efficiency.What you will learnUnderstand how to set up and build on any deviceNavigate, share and alter the appearance of your workspaceImport and export data to and from NotionUnderstand how to use all the database views, filters, sorts, and propertiesCreate task, wiki, and project management systemsConnect Notion to third-party applications with the APIWho this book is forBusiness users, power users, IT professionals, or anyone from a non-technical background looking to use Notion to increase their productivity will find this note-taking book useful.
Data Engineering with Alteryx: Helping data engineers apply DataOps practices with Alteryx
by Paul HoughtonBuild and deploy data pipelines with Alteryx by applying practical DataOps principlesKey FeaturesLearn DataOps principles to build data pipelines with AlteryxBuild robust data pipelines with Alteryx DesignerUse Alteryx Server and Alteryx Connect to share and deploy your data pipelinesBook DescriptionAlteryx is a GUI-based development platform for data analytic applications.Data Engineering with Alteryx will help you leverage Alteryx's code-free aspects which increase development speed while still enabling you to make the most of the code-based skills you have.This book will teach you the principles of DataOps and how they can be used with the Alteryx software stack. You'll build data pipelines with Alteryx Designer and incorporate the error handling and data validation needed for reliable datasets. Next, you'll take the data pipeline from raw data, transform it into a robust dataset, and publish it to Alteryx Server following a continuous integration process.By the end of this Alteryx book, you'll be able to build systems for validating datasets, monitoring workflow performance, managing access, and promoting the use of your data sources.What you will learnBuild a working pipeline to integrate an external data sourceDevelop monitoring processes for the pipeline exampleUnderstand and apply DataOps principles to an Alteryx data pipelineGain skills for data engineering with the Alteryx software stackWork with spatial analytics and machine learning techniques in an Alteryx workflow Explore Alteryx workflow deployment strategies using metadata validation and continuous integrationOrganize content on Alteryx Server and secure user accessWho this book is forIf you're a data engineer, data scientist, or data analyst who wants to set up a reliable process for developing data pipelines using Alteryx, this book is for you. You'll also find this book useful if you are trying to make the development and deployment of datasets more robust by following the DataOps principles. Familiarity with Alteryx products will be helpful but is not necessary.
The Ultimate Guide to Building a Google Cloud Foundation: A one-on-one tutorial with one of Google's top trainers
by Patrick HaggertyFollow Google's own ten-step plan to construct a secure, reliable, and extensible foundation for all your Google Cloud base infrastructural needsKey FeaturesBuild your foundation in Google Cloud with this clearly laid out, step-by-step guideGet expert advice from one of Google's top trainersLearn to build flexibility and security into your Google Cloud presence from the ground upBook DescriptionFrom data ingestion and storage, through data processing and data analytics, to application hosting and even machine learning, whatever your IT infrastructural need, there's a good chance that Google Cloud has a service that can help. But instant, self-serve access to a virtually limitless pool of IT resources has its drawbacks. More and more organizations are running into cost overruns, security problems, and simple "why is this not working?" headaches. This book has been written by one of Google's top trainers as a tutorial on how to create your infrastructural foundation in Google Cloud the right way. By following Google's ten-step checklist and Google's security blueprint, you will learn how to set up your initial identity provider and create an organization. Further on, you will configure your users and groups, enable administrative access, and set up billing. Next, you will create a resource hierarchy, configure and control access, and enable a cloud network. Later chapters will guide you through configuring monitoring and logging, adding additional security measures, and enabling a support plan with Google. By the end of this book, you will have an understanding of what it takes to leverage Terraform for properly building a Google Cloud foundational layer that engenders security, flexibility, and extensibility from the ground up.What you will learnCreate an organizational resource hierarchy in Google CloudConfigure user access, permissions, and key Google Cloud Platform (GCP) security groupsConstruct well thought out, scalable, and secure virtual networksStay informed about the latest logging and monitoring best practicesLeverage Terraform infrastructure as code automation to eliminate toilLimit access with IAM policy bindings and organizational policiesImplement Google's secure foundation blueprintWho this book is forThis book is for anyone looking to implement a secure foundational layer in Google Cloud, including cloud engineers, DevOps engineers, cloud security practitioners, developers, infrastructural management personnel, and other technical leads. A basic understanding of what the cloud is and how it works, as well as a strong desire to build out Google Cloud infrastructure the right way will help you make the most of this book. Knowledge of working in the terminal window from the command line will be beneficial.
Active Directory Administration Cookbook: Proven solutions to everyday identity and authentication challenges for both on-premises and the cloud, 2nd Edition
by Sander BerkouwerSimplified actionable recipes for managing Active Directory and Azure AD, as well as Azure AD Connect, for administration on-premise and in the cloud with Windows Server 2022Key FeaturesExpert solutions for name resolution, federation, certificates, and security with Active DirectoryExplore Microsoft Azure AD and Azure AD Connect for effective administration on the cloudAutomate security tasks using Active Directory tools and PowerShellBook DescriptionUpdated to the Windows Server 2022, this second edition covers effective recipes for Active Directory administration that will help you leverage AD's capabilities for automating network, security, and access management tasks in the Windows infrastructure.Starting with a detailed focus on forests, domains, trusts, schemas, and partitions, this book will help you manage domain controllers, organizational units, and default containers. You'll then explore Active Directory sites management as well as identify and solve replication problems. As you progress, you'll work through recipes that show you how to manage your AD domains as well as user and group objects and computer accounts, expiring group memberships, and Group Managed Service Accounts (gMSAs) with PowerShell. Once you've covered DNS and certificates, you'll work with Group Policy and then focus on federation and security before advancing to Azure Active Directory and how to integrate on-premise Active Directory with Azure AD. Finally, you'll discover how Microsoft Azure AD Connect synchronization works and how to harden Azure AD.By the end of this AD book, you'll be able to make the most of Active Directory and Azure AD Connect.What you will learnManage the Recycle Bin, gMSAs, and fine-grained password policiesWork with Active Directory from both the graphical user interface (GUI) and command lineUse Windows PowerShell to automate tasksCreate and remove forests, domains, domain controllers, and trustsCreate groups, modify group scope and type, and manage membershipsDelegate, view, and modify permissionsSet up, manage, and optionally decommission certificate authoritiesOptimize Active Directory and Azure AD for securityWho this book is forThis book is for administrators of existing Active Directory Domain Service environments as well as for Azure AD tenants looking for guidance to optimize their day-to-day tasks. Basic networking and Windows Server Operating System knowledge will be useful for getting the most out of this book.
Modern Time Series Forecasting with Python: Explore industry-ready time series forecasting using modern machine learning and deep learning
by Manu JosephBuild real-world time series forecasting systems which scale to millions of time series by applying modern machine learning and deep learning conceptsKey FeaturesExplore industry-tested machine learning techniques used to forecast millions of time seriesGet started with the revolutionary paradigm of global forecasting modelsGet to grips with new concepts by applying them to real-world datasets of energy forecastingBook DescriptionWe live in a serendipitous era where the explosion in the quantum of data collected and a renewed interest in data-driven techniques such as machine learning (ML), has changed the landscape of analytics, and with it, time series forecasting. This book, filled with industry-tested tips and tricks, takes you beyond commonly used classical statistical methods such as ARIMA and introduces to you the latest techniques from the world of ML. This is a comprehensive guide to analyzing, visualizing, and creating state-of-the-art forecasting systems, complete with common topics such as ML and deep learning (DL) as well as rarely touched-upon topics such as global forecasting models, cross-validation strategies, and forecast metrics. You'll begin by exploring the basics of data handling, data visualization, and classical statistical methods before moving on to ML and DL models for time series forecasting. This book takes you on a hands-on journey in which you'll develop state-of-the-art ML (linear regression to gradient-boosted trees) and DL (feed-forward neural networks, LSTMs, and transformers) models on a real-world dataset along with exploring practical topics such as interpretability. By the end of this book, you'll be able to build world-class time series forecasting systems and tackle problems in the real world.What you will learnFind out how to manipulate and visualize time series data like a proSet strong baselines with popular models such as ARIMADiscover how time series forecasting can be cast as regressionEngineer features for machine learning models for forecastingExplore the exciting world of ensembling and stacking modelsGet to grips with the global forecasting paradigmUnderstand and apply state-of-the-art DL models such as N-BEATS and AutoformerExplore multi-step forecasting and cross-validation strategiesWho this book is forThe book is for data scientists, data analysts, machine learning engineers, and Python developers who want to build industry-ready time series models. Since the book explains most concepts from the ground up, basic proficiency in Python is all you need. Prior understanding of machine learning or forecasting will help speed up your learning. For experienced machine learning and forecasting practitioners, this book has a lot to offer in terms of advanced techniques and traversing the latest research frontiers in time series forecasting.
Democratizing Application Development with Betty Blocks: Build powerful applications that impact business immediately with no-code app development
by Reinier van AltenaCreate applications efficiently with the help of comprehensive insights into the Betty Blocks no-code platform using this hands-on guidePurchase of the print or Kindle book includes a free PDF eBookKey FeaturesUnderstand the different capabilities, features, and low-code functionalities of Betty Blocks with real-world use casesExplore applications that impact your business right away with rapid application developmentDevelop dynamic web applications with easy drag-and-drop functionalities from Betty BlocksBook DescriptionThis practical guide on no-code development with Betty Blocks will take you through the different features, no-code functionalities, and capabilities of the Betty Blocks platform using real-world use cases. The book will equip you with the tools to develop business apps based on various data models, business processes, and more.You'll begin with an introduction to the basic concepts of the Betty Blocks no-code platform, such as developing IT solutions on various use cases including reporting apps, data tracking apps, workflows, and business processes. After getting to grips with the basics, you'll explore advanced concepts such as building powerful applications that impact the business straight away with no-code application development and quickly creating prototypes. The concluding chapters will help you get a solid understanding of rapid application development, building customer portals, building dynamic web apps, drag-and-drop front ends, visual modelling capabilities, and complex data models.By the end of this book, you'll have gained a comprehensive understanding of building your own applications as a citizen developer using the Betty Blocks no-code platform.What you will learnUnderstand what you can achieve with citizen developmentFind out how to build your first application with no-code developmentGet to grips with the basics of the Betty Blocks platform as a citizen developerDiscover how to build your own application or prototypeBuild business applications based on data models and business processesEnable developers to include additional functionality for citizen developersWho this book is forThis book is for citizen developers and business users who want to build applications to fulfill their business needs without depending on developers. Prior knowledge of coding and application development is not necessary, but it will speed up your learning.
Event-Driven Architecture in Golang: Building complex systems with asynchronicity and eventual consistency
by Michael StackBegin building event-driven microservices, including patterns to handle data consistency and resiliencyKey FeaturesExplore the benefits and tradeoffs of event-driven architectures with practical examples and use casesUnderstand synergy with event sourcing, CQRS, and domain-driven development in software architectureBuild an end-to-end robust application architecture by the end of the bookBook DescriptionEvent-driven architecture in Golang is an approach used to develop applications that shares state changes asynchronously, internally, and externally using messages. EDA applications are better suited at handling situations that need to scale up quickly and the chances of individual component failures are less likely to bring your system crashing down. This is why EDA is a great thing to learn and this book is designed to get you started with the help of step-by-step explanations of essential concepts, practical examples, and more. You'll begin building event-driven microservices, including patterns to handle data consistency and resiliency. Not only will you learn the patterns behind event-driven microservices but also how to communicate using asynchronous messaging with event streams. You'll then build an application made of several microservices that communicates using both choreographed and orchestrated messaging. By the end of this book, you'll be able to build and deploy your own event-driven microservices using asynchronous communication.What you will learnUnderstand different event-driven patterns and best practicesPlan and design your software architecture with easeTrack changes and updates effectively using event sourcingTest and deploy your sample software application with easeMonitor and improve the performance of your software architectureWho this book is forThis hands-on book is for intermediate-level software architects, or senior software engineers working with Golang and interested in building asynchronous microservices using event sourcing, CQRS, and DDD. Intermediate-level knowledge of the Go syntax and concurrency features is necessary.
Event-Driven Architecture in Golang: Building complex systems with asynchronicity and eventual consistency
by Michael StackBegin building event-driven microservices, including patterns to handle data consistency and resiliencyKey FeaturesExplore the benefits and tradeoffs of event-driven architectures with practical examples and use casesUnderstand synergy with event sourcing, CQRS, and domain-driven development in software architectureBuild an end-to-end robust application architecture by the end of the bookBook DescriptionEvent-driven architecture in Golang is an approach used to develop applications that shares state changes asynchronously, internally, and externally using messages. EDA applications are better suited at handling situations that need to scale up quickly and the chances of individual component failures are less likely to bring your system crashing down. This is why EDA is a great thing to learn and this book is designed to get you started with the help of step-by-step explanations of essential concepts, practical examples, and more. You’ll begin building event-driven microservices, including patterns to handle data consistency and resiliency. Not only will you learn the patterns behind event-driven microservices but also how to communicate using asynchronous messaging with event streams. You’ll then build an application made of several microservices that communicates using both choreographed and orchestrated messaging. By the end of this book, you’ll be able to build and deploy your own event-driven microservices using asynchronous communication.What you will learnUnderstand different event-driven patterns and best practicesPlan and design your software architecture with easeTrack changes and updates effectively using event sourcingTest and deploy your sample software application with easeMonitor and improve the performance of your software architectureWho this book is forThis hands-on book is for intermediate-level software architects, or senior software engineers working with Golang and interested in building asynchronous microservices using event sourcing, CQRS, and DDD. Intermediate-level knowledge of the Go syntax and concurrency features is necessary.
Data Literacy in Practice: A complete guide to data literacy and making smarter decisions with data through intelligent actions
by Angelika Klidas Kevin HaneganAccelerate your journey to smarter decision making by mastering the fundamentals of data literacy and developing the mindset to work confidently with dataKey FeaturesGet a solid grasp of data literacy fundamentals to support your next steps in your careerLearn how to work with data and extract meaningful insights to take the right actionsApply your knowledge to real-world business intelligence projectsBook DescriptionData is more than a mere commodity in our digital world. It is the ebb and flow of our modern existence. Individuals, teams, and enterprises working with data can unlock a new realm of possibilities. And the resultant agility, growth, and inevitable success have one origin—data literacy.This comprehensive guide is written by two data literacy pioneers, each with a thorough footprint within the data and analytics commercial world and lectures at top universities in the US and the Netherlands. Complete with best practices, practical models, and real-world examples, Data Literacy in Practice will help you start making your data work for you by building your understanding of data literacy basics and accelerating your journey to independently uncovering insights.You'll learn the four-pillar model that underpins all data and analytics and explore concepts such as measuring data quality, setting up a pragmatic data management environment, choosing the right graphs for your readers, and questioning your insights.By the end of the book, you'll be equipped with a combination of skills and mindset as well as with tools and frameworks that will allow you to find insights and meaning within your data for data-informed decision making.What you will learnStart your data literacy journey with simple and actionable stepsApply the four-pillar model for organizations to transform data into insightsDiscover which skills you need to work confidently with dataVisualize data and create compelling visual data storiesMeasure, improve, and leverage your data to meet organizational goalsMaster the process of drawing insights, ask critical questions and action your insightsDiscover the right steps to take when you analyze insightsWho this book is forThis book is for data analysts, data professionals, and data teams starting or wanting to accelerate their data literacy journey. If you're looking to develop the skills and mindset you need to work independently with data, as well as a solid knowledge base of the tools and frameworks, you'll find this book useful.
Flutter Cookbook: 100+ step-by-step recipes for building cross-platform, professional-grade apps with Flutter 3.10.x and Dart 3.x, 2nd Edition
by Simone AlessandriaWrite, test and publish your web, desktop, and embedded apps with this most up-to-date book on Flutter using the Dart programming language.Key FeaturesThoroughly updated to cover the latest features in Flutter 3.10.x and Dart 3.xPractical recipes to publish responsive, multi-platform apps from a single databaseCovers not just the how's' but the why's' of Flutter's features with examplesBook DescriptionAre you ready to tap into the immense potential of Flutter?With over 1,000 new mobile apps published every day on the Apple and Google Play stores, Flutter is transforming the landscape of app development. It's time for you to join the revolution.Introducing the second edition of Flutter Cookbook, a step-by-step guide designed exclusively for you. Whether you're a seasoned developer or just starting your coding journey, this book is your ultimate companion. Dive into the latest features of Flutter 3.10 and unlock the secrets to building professional-grade, cross-platform applications.With our recipe-based approach, we'll not only show you how to implement Flutter's features but also explain why they work. Through practical examples and real-world execution, you'll gain a deeper understanding of Flutter's inner workings. From crafting stunning UI/UX with widgets to leveraging hot reload and restart techniques, we'll equip you with best practices and invaluable knowledge.As you progress, you'll learn to efficiently manage data, add interactivity and animations, and integrate essential Flutter plugins like maps, camera, voice recognition and more. And let's not forget the dedicated chapter on implementing MLkit powered by TensorFlow Lite. We'll guide you through building custom machine learning solutions, expanding the capabilities of your apps.By the time you reach the end of this comprehensive Flutter book, you'll have the skills and confidence to write and deliver fully functional apps.What you will learnFamiliarize yourself with Dart fundamentals and set up your development environmentEfficiently track and eliminate code errors with proper toolsCreate various screens using multiple widgets to effectively manage dataCraft interactive and responsive apps by incorporating routing, page navigation, and input field text readingDesign and implement a reusable architecture suitable for any appMaintain control of your codebase through automated testing and developer toolingDevelop engaging animations using the necessary toolsEnhance your apps with ML features using Firebase MLKit and TensorFlow LiteSuccessfully publish your app on the Google Play Store and the Apple App StoreWho this book is forDevelopers who are familiar with the OOP language and prefer learning-by-doing will get the most out of this book.If you have some experience building apps on Flutter or have been playing around with the framework for some time now and have set eyes on developing mobile apps using Dart, then this book is for you.
Tableau Desktop Specialist Certification: A prep guide with multiple learning styles to help you gain Tableau Desktop Specialist certification
by Adam MicoMaster Tableau fundamentals and get the one and only Tableau certification that never expires, while expediting your journey from zero to certificationKey FeaturesLearn 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 DescriptionThe 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 learnUnderstand 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 forIf 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.
Argo CD in Practice: The GitOps way of managing cloud-native applications
by Liviu Costea Spiros Economakis Alexander MatyushentsevBuild CD pipelines following GitOps principles like declarative and immutable changes stored in version control, all continuously reconciled by Argo CD, and minimize the failure of deployments.Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesDiscover how to apply GitOps principles to build real-world CD pipelinesUnderstand Argo CD components and how they work together to reconcile cloud native applicationsLearn to run Argo CD in production with declarative config changes, security, observability, disaster recovery, and moreBook DescriptionGitOps follows the practices of infrastructure as code (IaC), allowing developers to use their day-to-day tools and practices such as source control and pull requests to manage apps. With this book, you'll understand how to apply GitOps bootstrap clusters in a repeatable manner, build CD pipelines for cloud-native apps running on Kubernetes, and minimize the failure of deployments. You'll start by installing Argo CD in a cluster, setting up user access using single sign-on, performing declarative configuration changes, and enabling observability and disaster recovery. Once you have a production-ready setup of Argo CD, you'll explore how CD pipelines can be built using the pull method, how that increases security, and how the reconciliation process occurs when multi-cluster scenarios are involved. Next, you'll go through the common troubleshooting scenarios, from installation to day-to-day operations, and learn how performance can be improved. Later, you'll explore the tools that can be used to parse the YAML you write for deploying apps. You can then check if it is valid for new versions of Kubernetes, verify if it has any security or compliance misconfigurations, and that it follows the best practices for cloud-native apps running on Kubernetes. By the end of this book, you'll be able to build a real-world CD pipeline using Argo CD.What you will learnUnderstand GitOps principles and how they relate to IaCDiscover how Argo CD lays the foundation for reconciling Git state with the cluster stateRun Argo CD in production with an emphasis on reliability and troubleshootingBootstrap Kubernetes clusters with essential utilities following the GitOps approachSet up a CD pipeline and minimize the failure of deploymentsExplore ways to verify and validate the YAML you put together when working with KubernetesUnderstand the democratization of GitOps and how the GitOps engine will enable its further adoptionWho this book is forIf you're a software developer, DevOps engineer, or SRE who is responsible for building CD pipelines for projects running on Kubernetes and wants to advance in your career, this book is for you. Basic knowledge of Kubernetes, Helm, or Kustomize and CD pipelines will help you to get the most out of this book.
Offensive Shellcode from Scratch: Get to grips with shellcode countermeasures and discover how to bypass them
by Rishalin PillayGain practical knowledge of shellcode and leverage it to develop shellcode for Windows and Linux operating systems, while understanding the countermeasures in place and how these can be bypassedKey FeaturesGet up and running with shellcode fundamentalsDevelop Shellcode for Windows and LinuxUnderstand the building blocks of shellcodeBook DescriptionShellcoding is a technique that is executed by many red teams and used in penetration testing and real-world attacks. Books on shellcode can be complex, and writing shellcode is perceived as a kind of "dark art." Offensive Shellcode from Scratch will help you to build a strong foundation of shellcode knowledge and enable you to use it with Linux and Windows. This book helps you to explore simple to more complex examples of shellcode that are used by real advanced persistent threat (APT) groups. You'll get to grips with the components of shellcode and understand which tools are used when building shellcode, along with the automated tools that exist to create shellcode payloads. As you advance through the chapters, you'll become well versed in assembly language and its various components, such as registers, flags, and data types. This shellcode book also teaches you about the compilers and decoders that are used when creating shellcode. Finally, the book takes you through various attacks that entail the use of shellcode in both Windows and Linux environments. By the end of this shellcode book, you'll have gained the knowledge needed to understand the workings of shellcode and build your own exploits by using the concepts explored.What you will learnGain a thorough understanding of shellcodeGet to grips with assembly language and its key purpose in shellcode developmentIdentify key elements of memory registersExplore debuggers and their use casesGet up and running with hands-on shellcode creation for both Windows and LinuxExploit Windows and Linux operating systems using shellcodeAssess countermeasures of Windows and LinuxWho this book is forThis book is for red teamers, penetration testers, and anyone looking to learn about shellcode and find out how it is used to break into systems by making use of simple to complex instructions of code in memory. Basic shellcode knowledge is helpful but not mandatory to understand the topics covered in this book.
Autodesk Civil 3D 2024 from Start to Finish: A practical guide to civil infrastructure design, modeling, and analysis
by Stephen Walz Tony SabatMaster Autodesk Civil 3D 2023 to develop real, project-specific, time-efficient civil infrastructure designs as an individual or an entire engineering teamPurchase of the print or Kindle book includes a free PDF eBookKey FeaturesReap the potential of Civil 3D and its partner software platformsScale your workflows with a larger team and bigger projects while maximizing productivityExplore the design and modeling tools for enhanced functionality in Civil 3DBook DescriptionAutodesk Civil 3D can radically increase your civil engineering design and efficiency if you learn to make the most of its features and partner software platforms. Autodesk Civil 3D from Start to Finish will teach you how to leverage its strengths and scale efficiency to large teams. With this book, you'll uncover all the major features Civil 3D offers, from surface development to intelligent utility design as well as dynamic display work for smart document creation. You'll learn to configure and manage your civil engineering designs and explore practical applications of tools and modeling techniques available within the software. By the end of this book, you'll have a thorough understanding of Autodesk Civil 3D along with its partner programs to strategize and improve your future projects.What you will learnUnderstand civil project basics and how Autodesk Civil 3D helps achieve themConnect detailed components of your design for faster and more efficient designsEliminate redundant workflows by creating intelligent objects to handle design changes smoothlyCollaborate with distributed teams efficiently and produce designs swiftly and effectivelyOptimize 3D usage and decision-making, using a model-based approach on the impact of your designs and accelerate your careerWho this book is forThis book is for Civil Engineers, Environmental Engineers, Surveyors, Civil Designers, Civil Technicians, Civil 3D Professionals and InfraWorks Professionals looking to understand how to best leverage Civil 3D in their everyday designs. You'll need to have a very basic understanding of Civil Engineering and Surveying workflows as well as a foundational understanding of Autodesk's AutoCAD to make the most of this book. Basic understanding of Surveying, Civil/Environmental Engineering practices, and AutoCAD drafting knowledge is assumed.
The DevOps Career Handbook: The ultimate guide to pursuing a successful career in DevOps
by John Knight Nate SwensonExplore the diverse DevOps career paths and prepare for each stage of the interview process with collective wisdom from DevOps experts and interviews with DevOps Practitioners Key FeaturesNavigate the many career opportunities in the field of DevOpsDiscover proven tips and tricks from industry experts for every step of the DevOps interviewSave both time and money by avoiding common mistakes in your interviewsBook DescriptionDevOps is a set of practices that make up a culture, and practicing DevOps methods can make developers more productive and easier to work with. The DevOps Career Handbook is filled with hundreds of tips and tricks from experts regarding every step of the interview process, helping you save time and money by steering clear of avoidable mistakes.You'll learn about the various career paths available in the field of DevOps, before acquiring the essential skills needed to begin working as a DevOps professional. If you are already a DevOps engineer, this book will help you to gain advanced skills to become a DevOps specialist. After getting to grips with the basics, you'll discover tips and tricks for preparing your resume and online profiles and find out how to build long-lasting relationships with the recruiters. Finally, you'll read through interviews which will give you an insight into a career in DevOps from the viewpoint of individuals at different career levels.By the end of this DevOps book, you'll gain a solid understanding of what DevOps is, the various DevOps career paths, and how to prepare for your interview.What you will learnUnderstand various roles and career paths for DevOps practitionersDiscover proven techniques to stand out in the application processPrepare for the many stages of your interview, from the phone screen to taking the technical challenge and then the onsite interviewNetwork effectively to help your career move in the right directionTailor your resume to specific DevOps rolesDiscover how to negotiate after you've been extended an offerWho this book is forThis book is for DevOps professionals looking to take the next step in their career, engineers looking to make a career switch, technology managers who want to understand the complete picture of the DevOps landscape, and anyone interested in incorporating DevOps into their tech journey.