A Developer's Guide to .NET in Azure

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1837635498
Total Pages : 505 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis A Developer's Guide to .NET in Azure by : Anuraj Parameswaran

Download or read book A Developer's Guide to .NET in Azure written by Anuraj Parameswaran and published by Packt Publishing Ltd. This book was released on 2023-10-20 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop cloud-native applications using serverless technologies, Azure services, and .NET with the help of this reference guide Key Features Create cloud-native .NET applications using cutting-edge technologies Design, develop, and deploy scalable, manageable, and resilient apps with various Azure services Explore serverless architecture and optimize application scalability through efficient design Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionA Developer’s Guide to .NET in Azure helps you embark on a transformative journey through Microsoft Azure that is tailored to .NET developers. This book is a curated compendium that’ll enable you to master the creation of resilient, scalable, and highly available applications. The book is divided into four parts, with Part 1 demystifying Azure for you and emphasizing the portal's utility and seamless integration. The chapters in this section help you configure your workspace for optimal Azure synergy. You’ll then move on to Part 2, where you’ll explore serverless computing, microservices, containerization, Dapr, and Azure Kubernetes Service for scalability, and build pragmatic, cost-effective applications using Azure Functions and Container apps. Part 3 delves into data and storage, showing you how to utilize Azure Blob Storage for unstructured data, Azure SQL Database for structured data, and Azure Cosmos DB for document-oriented data. The final part teaches you about messaging and security, utilizing Azure App Configuration, Event Hubs, Service Bus, Key Vault, and Azure AD B2C for robust, secure applications. By the end of this book, you’ll have mastered Azure's responsive infrastructure for exceptional applications.What you will learn Discover how to create serverless apps and services Design microservices with Azure Kubernetes service Get to grips with different Azure databases and storage services Find out how to use secret and configuration management Familiarize yourself with event-driven architecture Understand how to leverage Azure Service Bus and Azure Event Hubs Find out how to protect APIs and apps using Azure B2C Who this book is forThis book is for .NET developers and architects who are eager to master the art of creating and deploying robust applications using .NET and Azure. A foundational understanding of .NET and Azure will enable you to enhance your skills with this resourceful guide. Developers aspiring to explore the realms of microservices and serverless applications within the .NET and Azure landscapes will find this book invaluable.

.NET DevOps for Azure

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Author :
Publisher : Apress
ISBN 13 : 1484253434
Total Pages : 281 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis .NET DevOps for Azure by : Jeffrey Palermo

Download or read book .NET DevOps for Azure written by Jeffrey Palermo and published by Apress. This book was released on 2019-10-21 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use this book as your one-stop shop for architecting a world-class DevOps environment with Microsoft technologies. .NET DevOps for Azure is a synthesis of practices, tools, and process that, together, can equip a software organization to move fast and deliver the highest quality software. The book begins by discussing the most common challenges faced by developers in DevOps today and offers options and proven solutions on how to implement DevOps for your team. Daily, millions of developers use .NET to build and operate mission-critical software systems for organizations around the world. While the marketplace has scores of information about the technology, it is completely up to you to put together all the blocks in the right way for your environment. This book provides you with a model to build on. The relevant principles are covered first along with how to implement that part of the environment. And while variances in tools, language, or requirements will change the needed implementation, the DevOps model is the architecture for the working environment for your team. You can modify parts of the model to customize it to your enterprise, but the architecture will enable all of your teams and applications to accelerate in performance. What You Will Learn Get your .NET applications into a DevOps environment in AzureAnalyze and address the part of your DevOps process that causes delays or bottlenecksTrack code using Azure Repos and conduct acceptance testsApply the rules for segmenting applications into Git repositoriesUnderstand the different types of builds and when to use eachKnow how to think about code validation in your DevOps environmentProvision and configure environments; deploy release candidates across the environments in AzureMonitor and support software that has been deployed to a production environment Who This Book Is For .NET Developers who are using or want to use DevOps in Azure but don’t know where to begin

A Developer's Guide to Building Resilient Cloud Applications with Azure

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1804612960
Total Pages : 296 pages
Book Rating : 4.8/5 (46 download)

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Book Synopsis A Developer's Guide to Building Resilient Cloud Applications with Azure by : Hamida Rebai Trabelsi

Download or read book A Developer's Guide to Building Resilient Cloud Applications with Azure written by Hamida Rebai Trabelsi and published by Packt Publishing Ltd. This book was released on 2023-02-24 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Successfully modernize your apps on Azure using APIs, event-driven systems, functions, and Service Fabric and connect them to different relational and non-relational databases Purchase of the print or Kindle book includes a free PDF eBook Key FeaturesUnderstand 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 API Management 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 learnUnderstand 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.

A Developer's Guide to Cloud Apps Using Microsoft Azure

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1804613800
Total Pages : 274 pages
Book Rating : 4.8/5 (46 download)

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Book Synopsis A Developer's Guide to Cloud Apps Using Microsoft Azure by : Hamida Rebai Trabelsi

Download or read book A Developer's Guide to Cloud Apps Using Microsoft Azure written by Hamida Rebai Trabelsi and published by Packt Publishing Ltd. This book was released on 2023-02-17 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build and deploy modern and secure applications on Microsoft Azure by implementing best practices, patterns, and new technologies with this easy-to-follow guide Purchase of the print or Kindle book includes a free PDF eBook Key FeaturesLearn 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 learnGet 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.

Microsoft Azure Essentials Azure Web Apps for Developers

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Author :
Publisher : Microsoft Press
ISBN 13 : 1509300627
Total Pages : 262 pages
Book Rating : 4.5/5 (93 download)

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Book Synopsis Microsoft Azure Essentials Azure Web Apps for Developers by : Rick Rainey

Download or read book Microsoft Azure Essentials Azure Web Apps for Developers written by Rick Rainey and published by Microsoft Press. This book was released on 2015-06-25 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: The “Microsoft Azure Essentials” series helps you advance your technical skills with Microsoft Azure. “Microsoft Azure Essentials: Azure Web Apps for Developers” focuses on providing essential information about developing web applications hosted on Azure Web Apps. It is written with the developer who has experience using Visual Studio and the .NET Framework in mind. If Azure Web Apps is new to you, this book is for you. If you have experience developing for Azure Web Apps, this book is for you, too, because there are features and tools discussed in this text that are new to the platform.

Visual Studio 2019 Tricks and Techniques

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Publisher : Packt Publishing Ltd
ISBN 13 : 1800200145
Total Pages : 386 pages
Book Rating : 4.8/5 (2 download)

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Book Synopsis Visual Studio 2019 Tricks and Techniques by : Paul Schroeder

Download or read book Visual Studio 2019 Tricks and Techniques written by Paul Schroeder and published by Packt Publishing Ltd. This book was released on 2021-01-15 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harness the full power of the Visual Studio IDE to take your coding skills to the next level by learning about IDE productivity practices and exclusive techniques Key FeaturesIncrease your productivity by leveraging Visual Studio 2019's improvements and featuresExplore powerful editing, code intelligence, and source code control features to increase productivityDelve into VS’s powerful, untapped features such as custom project templates and extensionsBook Description Visual Studio 2019 (VS 2019) and Visual Studio Code (VS Code) are powerful professional development tools that help you to develop applications for any platform with ease. Whether you want to create web, mobile, or desktop applications, Microsoft Visual Studio is your one-stop solution. This book demonstrates some of the most sophisticated capabilities of the tooling and shows you how to use the integrated development environment (IDE) more efficiently to be more productive. You’ll begin by gradually building on concepts, starting with the basics. The introductory chapters cover shortcuts, snippets, and numerous optimization tricks, along with debugging techniques, source control integration, and other important IDE features that will help you make your time more productive. With that groundwork in place, more advanced concepts such as the inner workings of project and item templates are covered. You will also learn how to write quality, secure code more efficiently as well as discover how certain Visual Studio features work 'under the hood'. By the end of this Visual Studio book, you’ll have learned how to write more secure code faster than ever using your knowledge of the extensions and processes that make developing successful solutions more enjoyable and repeatable. What you will learnUnderstand the similarities and differences between VS 2019 and VS CodeGet to grips with numerous keyboard shortcuts to improve efficiencyDiscover IDE tips and tricks that make it easier to write codeExperiment with code snippets that make it easier to write repeating code patternsFind out how to customize project and item templates with the help of hands-on exercisesUse Visual Studio extensions for ease and improved productivityDelve into Visual Studio’s behind the scene operationsWho this book is for This book is for C# and .NET developers who want to become more efficient and take advantage of features they may not be aware of in the IDE. Those looking to increase their productivity and write quality code more quickly by fully utilizing the power of the Visual Studio IDE will also find this book useful.

Developing Cloud Native Applications in Azure using .NET Core

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Author :
Publisher : BPB Publications
ISBN 13 : 9389328748
Total Pages : 340 pages
Book Rating : 4.3/5 (893 download)

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Book Synopsis Developing Cloud Native Applications in Azure using .NET Core by : Rekha Kodali

Download or read book Developing Cloud Native Applications in Azure using .NET Core written by Rekha Kodali and published by BPB Publications. This book was released on 2020-02-01 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Guide to designing and developing cloud native applications in Azure Ê DESCRIPTION The mainstreaming of Cloud Native Architecture as an enterprise discipline is well underway. According to the Forbes report in January 2018, 83% of the enterprise workloads will be in the cloud by 2020 and 41% of the enterprise workloads will run on public cloud platforms, while another 22% will be running on hybrid cloud platforms. Customers are embarking on the enterprise digital transformation journeys. Adopting cloud and cloud native architectures and microservices is an important aspect of the journey. This book starts with a brief introduction on the basics of cloud native applications, cloud native application patterns. Then it covers the cloud native options available in Azure. The objective of the book is to provide practical guidelines to an architect/designer/consultant/developer, who is a part of the Cloud application definition Team. The book articulates a methodology that the implementation team needs to follow in a step-by-step manner and adopt them to fulfil the requirements for enablement of the Cloud Native application. It emphasizes on the interpersonal skills and techniques for organizing and directing the Cloud Native definition, leadership buy-in, leading the transition from planning to implementation. It also highlights the steps to be followed for performing the cloud native applications, cloud native patterns in the development of Cloud native applications, Cloud native options available in Azure, Developing BOT, Microservices based on Azure. It also covers how to develop simple IoT applications, Machine learning based applications, server less architecture, using Azure with a practical and pragmatic approach. This book embraces a structured approach organized around the following key themes, which represent the typical phases that an enterprise traverses during its Cloud Native application journey: _Ê Basics of Cloud Native Applications: It covers basics of cloud native applications using .NET core. _Ê Cloud Native Application Patterns: The reader will understand the patterns for developing Cloud Native Applications. _Ê Cloud Native Options available in Azure: The reader will understand the different options available in Azure. _Ê Developing a Simple BOT using .NET Core: The reader will understand the Azure BOT framework basics and will learn how to develop a simple BOT. _Ê Developing cloud native applications leveraging Microservices: The reader will understand the concepts of developing micro services using the Azure API Gateway Manager. _Ê Developing Integration capabilities using serverless architecture: The reader will understand the integration capabilities and various options available in Azure _Ê Developing a simple IoT application: The reader will understand the basics of developing IoT applications. _Ê Developing a simple ML based application: The reader will understand Machine Learning basics and how to develop a simple ML application _Ê Different enterprise use cases, which enable digital transformation using the Cloud Native Applications: The reader will learn about different use cases that can be built using cloud native applications Ê KEY FEATURES (Add 5-7 key features only) _ÊBasics of Cloud Native Applications _ÊDesigning Microservices _ÊDifferent cloud native options for developing Cloud Native Applications in Azure _ÊBOTs, Web Apps, Mobile Apps, Logic Apps, Service Bus, Azure Functions _ÊAzure IOT Applications _ÊAzure Machine Learning Basics _ÊEnterprise Digital Journeys WHAT WILL YOU LEARN This book aims to: _Ê Demonstrate the importance of a Cloud Native application in elevating the effectiveness of organizational transformation programs and digital enterprise journeys, using MS AzureÊ _Ê Disseminate current advancements and thought leadership in the area of Cloud Native architecture, in the context of digital enterprises _Ê Provide initiatives with evidence-based, credible, field tested and practical guidance in crafting their respective architectures; and _Ê Showcase examples and experiences of the innovative use of Cloud Native Applications in enhancing transformation initiatives. Ê WHO THIS BOOK IS FOR The book is intended for anyone looking for a career in Cloud technology, all aspiring Cloud Architects who want to learn Cloud Native Architectures, Microservices, IoT, BoT and Microsoft Azure platform and working professionals who want to switch their career in Cloud Technology. While no prior knowledge of Azure or related technologies is assumed, it will be helpful to have some .Net programming experience. In addition, the target audience of this book are, Ê _Ê Business Leaders, Chief Architects, Analysts and Designers seeking better, quicker and easier approaches to respond to needs of their internal and external customers; _Ê CIOs/CTOs of business software companies interested in incorporating Cloud Native architecture to differentiate their products and services offerings and increasing the value proposition to their customers; _Ê Consultants and practitioners desirous of new solutions and technologies to improve productivity of their clients; _Ê Academic and consulting researchers looking to uncover and characterize new research problems and programmes _Ê Practitioners and professionals involved with organizational technology strategic planning, technology procurement, management of technology projects, consulting and advising on technology issues and management of total cost of ownership. Ê Table of Contents 1. Basics of Cloud Native Applications 2. Cloud Native Application Patterns 3. Cloud Native Options available in Azure Ð BOTs, Logic Apps, Service Bus, Azure Microservices, ML services 4. Developing a Simple BOT using .NET Core 5. Developing Cloud Native applications leveraging MicroservicesÊ and Azure API Gateway 6. Developing Integration capabilities using serverless architecture 7. Developing a simple IoT application 8. Developing a simple ML based application 9. Different enterprise use cases which enable digital transformation using Cloud Native Applications

Azure for .NET Core Developers

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Author :
Publisher : BPB Publications
ISBN 13 : 9389328446
Total Pages : 233 pages
Book Rating : 4.3/5 (893 download)

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Book Synopsis Azure for .NET Core Developers by : Kasam Ahmed Shaikh

Download or read book Azure for .NET Core Developers written by Kasam Ahmed Shaikh and published by BPB Publications. This book was released on 2020-04-14 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Demystifying working in Azure Ecosystem for .NET Core DevelopersÊ KEY FEATURES - Discover and put to use the latest features in .NET Core 3.1 and Azure Functions V3Ê - Learn how to debugging Azure Functions from Production, hosted on CloudÊ - Understand the working of Application Key Management with Security aspects DESCRIPTIONÊ Every developer is striving hard to up-skill oneself from a developer to a Cloud developer and with the growing pace of cloud programming, this up-gradation is not simple.Ê This book will help .NET Core developers to seamlessly cover this said journey. It covers the newly released .Net Core 3.0 / 3.1 features including, Azure Function V3. The book not only focusses on one way of working with Azure Cloud services but also includes another viable way of managing Azure resources with the software application. The book also touches base on some Azure products and services. From exploring the most used Azure services to touching the newest version of offerings, this book is aimed to cover everything from a developer perspective. Code exercise, Code blocks, azure service implementation, application secrets keys management, free super-fast hosting options along with live debugging of code hosted on Cloud, are some of the key take-aways from this book.Ê Ê WHAT WILL YOU LEARN - Develop a .NET core application with Azure App serviceÊ - Use Azure CosmosDB to manage database services - Explore & work with Microsoft Azure StorageÊ - Able to have the best hosting option for Static Content web applicationÊ - Work with Azure Functions V3 using Visual Studio 2019Ê - Implement best Key Management in the app on Azure WHO THIS BOOK IS FORÊ This book is for aspiring Cloud developers with some experience in Microsoft cloud services. It is also for .NET Core developers who wish to learn and use Azure solutions.Ê TABLE OF CONTENTS 1. Azure Ecosystem 2. My App on Cloud Ð Microsoft Azure 3. Application Backend - Azure CosmosDB 4. Working with Microsoft Azure Storage 5. Working with Microsoft Azure Storage as Hosting option 6. Securing Application secrets keys with Azure 7. Step towards Serverless approach

Visual Basic .NET XML Web Services Developer's Guide

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Author :
Publisher : Developer's Guides (Osborne)
ISBN 13 :
Total Pages : 534 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Visual Basic .NET XML Web Services Developer's Guide by : Roger Jennings

Download or read book Visual Basic .NET XML Web Services Developer's Guide written by Roger Jennings and published by Developer's Guides (Osborne). This book was released on 2002 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a hands-on resource for Visual Basic.NET developers looking to createrobust XML Web services.

NET Application Architecture Guide

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Author :
Publisher :
ISBN 13 : 9780735627109
Total Pages : 0 pages
Book Rating : 4.6/5 (271 download)

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Book Synopsis NET Application Architecture Guide by :

Download or read book NET Application Architecture Guide written by and published by . This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The guide is intended to serve as a practical and convenient overview of, and reference to, the general principles of architecture and design on the Microsoft platform and the .NET Framework".

Azure in Action

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Publisher : Simon and Schuster
ISBN 13 : 1638351805
Total Pages : 805 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Azure in Action by : Brian Prince

Download or read book Azure in Action written by Brian Prince and published by Simon and Schuster. This book was released on 2010-10-21 with total page 805 pages. Available in PDF, EPUB and Kindle. Book excerpt: Azure in Action is a fast-paced tutorial intended for architects and developers looking to develop cloud-based applications on the Windows Azure Platform. Written by two of Microsoft's leading Azure evangelists, it's designed both for readers new to cloud concepts and for those familiar with cloud development but new to Azure. Starting with core concepts, the book explores designing and scaling front-end and back-end services that run in the cloud, and more advanced scenarios in Windows Azure. Later chapters introduce the rest of the Azure Services Platform with a particular focus on SQL Azure Database.

ASP.NET Core Application Development

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Publisher : Microsoft Press
ISBN 13 : 1509304096
Total Pages : 1008 pages
Book Rating : 4.5/5 (93 download)

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Book Synopsis ASP.NET Core Application Development by : James Chambers

Download or read book ASP.NET Core Application Development written by James Chambers and published by Microsoft Press. This book was released on 2016-11-29 with total page 1008 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Through four complete sprints, this book takes you through every step needed to build brand new cross-platform web apps with ASP.NET Core, and make them available on the Internet. You won't just master Microsoft's revolutionary open source ASP.NET Core technology: you'll learn how to integrate the immense power of MVC, Docker, Azure Web Apps, Visual Studio and Visual Studio Code, C#, JavaScript, TypeScript, and Entity Framework. Working through the authors' carefully designed sprints, you'll start with a blank canvas, move through software architecture and design, adjusting to user feedback, recovering from mistakes, builds, testing, deployment, maintenance, refactoring, and more. Along the way, you'll learn techniques for delivering state-of-the-art software to users more rapidly and repeatably than ever before.

Programming ML.NET

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Author :
Publisher : Microsoft Press
ISBN 13 : 0137383622
Total Pages : 549 pages
Book Rating : 4.1/5 (373 download)

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Book Synopsis Programming ML.NET by : Dino Esposito

Download or read book Programming ML.NET written by Dino Esposito and published by Microsoft Press. This book was released on 2022-02-03 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: The expert guide to creating production machine learning solutions with ML.NET! ML.NET brings the power of machine learning to all .NET developers— and Programming ML.NET helps you apply it in real production solutions. Modeled on Dino Esposito's best-selling Programming ASP.NET, this book takes the same scenario-based approach Microsoft's team used to build ML.NET itself. After a foundational overview of ML.NET's libraries, the authors illuminate mini-frameworks (“ML Tasks”) for regression, classification, ranking, anomaly detection, and more. For each ML Task, they offer insights for overcoming common real-world challenges. Finally, going far beyond shallow learning, the authors thoroughly introduce ML.NET neural networking. They present a complete example application demonstrating advanced Microsoft Azure cognitive services and a handmade custom Keras network— showing how to leverage popular Python tools within .NET. 14-time Microsoft MVP Dino Esposito and son Francesco Esposito show how to: Build smarter machine learning solutions that are closer to your user's needs See how ML.NET instantiates the classic ML pipeline, and simplifies common scenarios such as sentiment analysis, fraud detection, and price prediction Implement data processing and training, and “productionize” machine learning–based software solutions Move from basic prediction to more complex tasks, including categorization, anomaly detection, recommendations, and image classification Perform both binary and multiclass classification Use clustering and unsupervised learning to organize data into homogeneous groups Spot outliers to detect suspicious behavior, fraud, failing equipment, or other issues Make the most of ML.NET's powerful, flexible forecasting capabilities Implement the related functions of ranking, recommendation, and collaborative filtering Quickly build image classification solutions with ML.NET transfer learning Move to deep learning when standard algorithms and shallow learning aren't enough “Buy” neural networking via the Azure Cognitive Services API, or explore building your own with Keras and TensorFlow

NET Programming

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Author :
Publisher : Prentice Hall Professional
ISBN 13 : 9780130669452
Total Pages : 500 pages
Book Rating : 4.6/5 (694 download)

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Book Synopsis NET Programming by : Pradeep Kumar Tapadiya

Download or read book NET Programming written by Pradeep Kumar Tapadiya and published by Prentice Hall Professional. This book was released on 2002 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tapadiya takes a straightforward, hands-on approach to explain everything readers need to know from development to deployment and maintenance for this platform--all from a developer's perspective. Using C# as the primary language, and with plenty of code examples throughout, this book is an excellent way to learn.

Practical API Architecture and Development with Azure and AWS

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Author :
Publisher : Apress
ISBN 13 : 148423555X
Total Pages : 183 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Practical API Architecture and Development with Azure and AWS by : Thurupathan Vijayakumar

Download or read book Practical API Architecture and Development with Azure and AWS written by Thurupathan Vijayakumar and published by Apress. This book was released on 2018-06-20 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the business and technical importance of API design and architecture using the available cloud services from Azure and AWS. This book starts off with an introduction to APIs and the concept of API Economy from a business and organizational perspective. You'll decide on a sustainable API strategy and API architecture based on different case scenarios. You'll then look at actual examples on API development guidelines, providing a practical view and approach towards the API development and aligning teams in API development. This book walks you through the API gateway services available in Azure and AWS and reviews different approaches to API Security. This will prepare you for understanding the trade-off between security and the frictionless API experience. What You'll Learn Implement API Gateways to streamline API Development Examine Security Mapping with API gateways from Azure and AWS Apply API implementation using Serverless architecture Review evolving APIs for monitoring and changing business requirements Use code samples in API security implementations Who This Book Is For Developers and architects with .NET and web development experience who want to learn about API design.

Cloud Computing with the Windows Azure Platform

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118058755
Total Pages : 363 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Cloud Computing with the Windows Azure Platform by : Roger Jennings

Download or read book Cloud Computing with the Windows Azure Platform written by Roger Jennings and published by John Wiley & Sons. This book was released on 2010-12-29 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage the power of the Azure Services Platform for cloud computing With the Azure Services Platform, processing and storing data moves from individual corporate servers and Web sites to larger, more reliable, and more secure data centers. Roger Jennings, author of more than 30 books on Microsoft technologies, shows you how to leverage the power of Azure and its related services for cloud computing. The book begins with a look at the differences between cloud computing and application hosting and examines the various issues that .NET developers and IT managers face in moving from on-premise to cloud-based applications, including security, privacy, regulatory compliance, backup and recovery, asset cataloging, and other common technical issues. The author then drills down, showing basic programming for individual Azure components, including storage, SQL Data Services, and .NET Services. He then moves on to cover more advanced programming challenges. Explains the benefits of using the Azure Services Platform for cloud computing Shows how to program with Windows Azure components, including Azure Table and Blob storage, .NET Services and SQL Azure Addresses advanced programming challenges of creating useful projects that combine cloud storage with Web applications or services Companion Web site features complete, finished applications that can be uploaded to jump start a Windows Azure project Roger Jennings clears away the clouds and gets you started using the Azure Services Platform.

Microsoft Azure Essentials - Fundamentals of Azure

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Author :
Publisher : Microsoft Press
ISBN 13 : 0735697302
Total Pages : 400 pages
Book Rating : 4.7/5 (356 download)

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Book Synopsis Microsoft Azure Essentials - Fundamentals of Azure by : Michael Collier

Download or read book Microsoft Azure Essentials - Fundamentals of Azure written by Michael Collier and published by Microsoft Press. This book was released on 2015-01-29 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsoft Azure Essentials from Microsoft Press is a series of free ebooks designed to help you advance your technical skills with Microsoft Azure. The first ebook in the series, Microsoft Azure Essentials: Fundamentals of Azure, introduces developers and IT professionals to the wide range of capabilities in Azure. The authors - both Microsoft MVPs in Azure - present both conceptual and how-to content for key areas, including: Azure Websites and Azure Cloud Services Azure Virtual Machines Azure Storage Azure Virtual Networks Databases Azure Active Directory Management tools Business scenarios Watch Microsoft Press’s blog and Twitter (@MicrosoftPress) to learn about other free ebooks in the “Microsoft Azure Essentials” series.