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Build deep learning and computer vision systems using Python, TensorFlow, Keras, OpenCV, and more, right within the familiar environment of Microsoft Windows. The book starts with an introduction to tools for deep learning and computer vision tasks followed by instructions to install, configure, and troubleshoot them. Here, you will learn how Python can help you build deep learning models on Windows. Moving forward, you will build a deep learning model and understand the internal-workings of a convolutional neural network on Windows. Further, you will go through different ways to visualize the internal-workings of deep learning models along with an understanding of transfer learning where you will learn how to build model architecture and use data augmentations. Next, you will manage and train deep learning models on Windows before deploying your application as a web application. You’ll also do some simple image processing and work with computer vision options that will help you build various applications with deep learning. Finally, you will use generative adversarial networks along with reinforcement learning. After reading Deep Learning on Windows, you will be able to design deep learning models and web applications on the Windows operating system. You will: Understand the basics of Deep Learning and its history Get Deep Learning tools working on Microsoft Windows Understand the internal-workings of Deep Learning models by using model visualization techniques, such as the built-in plot_model function of Keras and third-party visualization tools Understand Transfer Learning and how to utilize it to tackle small datasets Build robust training scripts to handle long-running training jobs Convert your Deep Learning model into a web application Generate handwritten digits and human faces with DCGAN (Deep Convolutional Generative Adversarial Network) Understand the basics of Reinforcement Learning.

Microsoft software. --- Microsoft .NET Framework. --- Microsoft and .NET. --- Computer software

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Build large-scale, mission-critical hardened applications on the Azure cloud platform. This 2nd edition provides information on the newer features in Azure, such as Linux extensions and supporting Azure Services such as HDInsight and SQL Server on Linux. Updated with new applications Hardening Azure Applications also discusses Scale Sets (VMSS), a major upgrade that enables autoscaling and seamlessly makes machines ready for high availability. The authors take you step by step through the process of evaluating and building applications with the appropriate hardness attributes. After a small introduction to cloud computing, you will learn about various cloud and hardened cloud applications in detail. Next, you will discover service fundamentals such as instrumentation, telemetry, and monitoring followed by key application experiences. Further, you will cover availability and the economics of 9s. Towards the end, you will see how to secure your application and learn about the modernization of software organisations, a new topic in this edition. After reading this book, you will master the techniques and engineering principles that every architect and developer needs to know to harden their Azure/.NET applications to ensure maximum reliability and high availability when deployed at scale. You will: Use techniques and principles to harden Azure/.NET applications Secure your applications on Azure Create a scale set on Azure Work with service fundamentals such as instrumentation, telemetry, and monitoring.

Cloud computing --- Cost effectiveness. --- Microsoft software. --- Microsoft .NET Framework. --- Microsoft and .NET. --- Computer software --- Windows Azure.

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Go from beginner to pro using one of the most effective and widely used technology stacks, Microsoft ASP.NET. Beginning with the basics, you will learn how to create interactive, professional-grade, database-driven web applications in no time, using ASP.NET, C#, SQL, Ajax, and JavaScript. Essential ASP.NET Web Forms Development is divided into six learning modules and will take you from soup to nuts with ASP.NET. Part I is an introduction to the major concepts, methodologies, and technologies associated with .NET web application development. You will learn about the client-server model, the .NET Framework, the ASP.NET and C# programming languages, and the Visual Studio integrated development environment. Part II teaches you how to develop a single-page .NET web application and add server and data validation controls, laying the foundation for learning languages in the context of an ASP.NET web application. Part III is all about C# operations and shows you how to perform assignment operations, conversion operations, control operations, string operations, arithmetic operations, date and time operations, array operations, collection operations, and file system operations, as well as how to create custom C# classes in the context of a .NET web application. In Part IV, you dive into a multiple-page .NET web application and learn how to maintain state between pages and create master pages, themes, and navigation controls. Part V shows you how to connect a .NET web application to a SQL Server database. You will learn to read a database schema, program in the SQL language, utilize data binding, perform single- and multiple-row database table maintenance, and write code behind database operations. And finally, Part VI teaches you how to enhance the interactivity of a .NET web application. You will learn how to generate email messages, make use of basic Ajax controls and the Ajax Control Toolkit, and program in the JavaScript language. What You Will Learn Delve into the basics of the client-server model, the .NET Framework, the ASP.NET and C# programming languages, and the Visual Studio integrated development environment Create a page and add server and data validation controls Develop basic programming skills in the C# language Maintain state between pages and create master pages, themes, and navigation controls Read a database schema, program in the SQL language, utilize data binding, perform single- and multiple-row database table maintenance, and write code behind database operations Generate email messages, make use of basic Ajax controls and the Ajax Control Toolkit, and program in the JavaScript language This book is for anyone who wants to learn how to build ASP.NET web applications. Basic computer skills and the use of a database management system are recommended. Robert E. Beasley is Professor of Computing at Franklin College where he teaches software engineering courses. He received his BS and MS degrees from Illinois State University and his PhD from the University of Illinois at Urbana-Champaign. He has been an active software consultant in the public and private sectors since 1987 and has been teaching since 1995. He is the author of three books and more than 50 articles and has spoken at numerous global conferences.

Microsoft software. --- Microsoft .NET Framework. --- Microsoft and .NET. --- Computer software --- Active server pages. --- ASP (Computer file)

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Design and develop hybrid scenarios with SharePoint Online and SharePoint Server 2019. This book will help you build hybrid environments from scratch, and covers basic to advanced scenarios. The book takes you through the setup and configuration of SharePoint 2019 on virtual machines in Microsoft Azure. It gives you an overview of the features of the SharePoint Server 2019 User Experience. Integration of SP 2019 with PowerApps and Microsoft Flow is covered, along with Power BI reporting. You will learn to manage the data gateway and understand how to publish the Power BI Report. Configuration of the SP 2019 home page is explained and you learn how to enable a hybrid experience via the SP Office 365 link setting. You will know how to register a public domain in Office 365 and configure it for SP hybrid. Cloud hybrid search with the PowerShell script approach is discussed as well as SP 2019 hybrid Self-Service Site Creation. Configuration of the hybrid taxonomy, content types, and SharePoint framework development with SP 2019 are covered. And the book ends on using the office online server for SharePoint Server 2019 along with SP Server 2019 upgrade scenarios. After reading this book, you will be able to build and manage different hybrid environments with SharePoint Online and SharePoint Server 2019. You will: Enlarge your hybrid terminology Get familiar with the new and improved features of SharePoint Server 2019 Develop a hybrid experience with SharePoint Server 2019 Enable hybrid search Understand the on-premises data gateway Configure and integrate SharePoint Server 2019 with Power Platform, including Power BI, Power Apps, and Power Automate.

Microsoft software. --- Microsoft .NET Framework. --- Microsoft and .NET. --- Computer software --- Microsoft SharePoint (Electronic resource)

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Manage Power BI within organizations. This book helps you systematize administration as Microsoft shifts Power BI from a self-service tool to an enterprise tool. You will learn best practices for many Power BI administrator tasks. And you will know how to manage artifacts such as reports, users, work spaces, apps, and gateways. The book also provides experience-based guidance on governance, licensing, and managing capacities. Good management includes policies and procedures that can be applied consistently and even automatically across a broad user base. This book provides a strategic road map for the creation and implementation of policies and procedures that support Power BI best practices in enterprises. Effective governance depends not only on good policies, but also on the active and timely monitoring of adherence to those policies. This book helps you evaluate the tools to automate and simplify the most common administrative and monitoring tasks, freeing up administrators to provide greater value to the organization through better user training and awareness initiatives. You will: Recognize the roles and responsibilities of the Power BI administrator Manage users and their work spaces Know when to consider using Power BI Premium Govern your Power BI implementation and manage Power BI tenants Create an effective security strategy for Power BI in the enterprise Collaborate and share consistent views of the data across all users Follow a life cycle management strategy for rollout of dashboards and reports Create internal training resources backed up by accurate documentation Monitor Power BI to better understand risks and compliance manage costs, and track implementation .

Microsoft software. --- Microsoft .NET Framework. --- Microsoft and .NET. --- Computer software --- Microsoft Power BI (Computer file)