Download or read book Practical Guide to Azure Cognitive Services written by Chris Seferlis and published by Packt Publishing Ltd. This book was released on 2023-05-12 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Streamline your complex processes and optimize your organization's operational efficiency, cost-effectiveness, and customer experience by unlocking the potential of Microsoft Azure Cognitive Services and OpenAI Purchase of the print or Kindle book includes a free PDF eBook Key Features Minimize costs and maximize operations by automating mundane activities using AI tools Ideate solutions using real-world examples for manufacturing process improvement with AI Master TCO and ROI analysis for implementing AI solutions, automating operations, and ideating innovative manufacturing solutions with real-world examples Book Description Azure Cognitive Services and OpenAI are a set of pre-built artificial intelligence (AI) solution APIs that can be leveraged from existing applications, allowing customers to take advantage of Microsoft's award-winning Vision, Speech, Text, Decision, and GPT-4 AI capabilities. With Practical Guide to Azure Cognitive Services, you'll work through industry-specific examples of implementations to get a head-start in your production journey. You'll begin with an overview of the categorization of Azure Cognitive Services and the benefits of embracing AI solutions for practical business applications. After that, you'll explore the benefits of using Azure Cognitive Services to optimize efficiency and improve predictive capabilities. Then, you'll learn how to leverage Vision capabilities for quality control, Form Recognizer to streamline supply chain nuances, language understanding to improve customer service, and Cognitive Search for next-generation knowledge-mining solutions. By the end of this book, you'll be able to implement various Cognitive Services solutions that will help you enhance efficiency, reduce costs, and improve the customer experience at your organization. You'll also be well equipped to automate mundane tasks by reaping the full potential of OpenAI. What you will learn Master cost-effective deployment of Azure Cognitive Services Develop proven solutions from an architecture and development standpoint Understand how Cognitive Services are deployed and customized Evaluate various uses of Cognitive Services with different mediums Disseminate Azure costs for Cognitive Services workloads smoothly Deploy next-generation Knowledge Mining solutions with Cognitive Search Explore the current and future journey of OpenAI Understand the value proposition of different AI projects Who this book is for This book is for data scientists, technology leaders, and software engineers looking to implement Azure Cognitive Services with the help of sample use cases derived from success stories. Experience with Python as well as an overall understanding of the Azure Portal with related services such as Azure Data Lake Storage and Azure Functions will help you make the most of this book.

Download or read book Microsoft Azure AI A Beginner s Guide written by Rekha Kodali and published by BPB Publications. This book was released on 2022-04-21 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore Azure AI Platform KEY FEATURES ● Easy-to-follow tutorial for getting started with the Azure AI platform. ● Integrated platform for developing, deploying, and managing AI apps. ● Includes real-world scenarios and use-cases to fully explore Azure AI Platform. DESCRIPTION Microsoft Azure AI A Beginner's Guide explains the fundamentals of Azure AI and some more advanced topics. The sole objective of the book is to provide hands-on experience working with the various services, APIs, and tools available in the Azure AI Platform. This book begins by discussing the fundamentals of the Azure AI platform and the essential principles behind the Azure AI ecosystem and services. Readers will become familiar with the essential services, use cases, and examples provided by Azure AI Platform and Services, including Azure Cognitive Services, Azure Computer Vision, Azure Applied AI Services, and Azure Machine Learning. The author focuses on teaching how to utilize Azure Cognitive services to construct intelligent apps, including Image Processing, Object Detection, Text Recognition, OCR, Spatial Analysis, and Face Recognition using Computer Vision. Readers can investigate Azure Applied AI Services, including Form Recognizer, Metrics Advisor, Cognitive Search, Immersive Reader, Video Analyzer, and Azure Bot Service. Bot Framework and the Bot Framework Emulator will be explored in further detail, and how they can be used in AI applications to improve their conversational user interfaces. With Azure Machine Learning Studio, you will also learn to incorporate machine learning into your enterprise-level applications. WHAT YOU WILL LEARN ● Get familiar with Azure AI Platform and the cognitive capabilities of Azure. ● Learn to create apps that can process photos, detect faces, and detect objects. ● Utilize OCR, handwriting recognition, and spatial analysis in your development. ● Learn about Azure AI services like Form Recognizer, Metrics Advisor, Cognitive Search, Azure Immersive Reader, and Video Analyzer. ● Try out several NLP applications with the Azure BOT framework. WHO THIS BOOK IS FOR This book teaches AI developers, machine learning engineers, .NET developers, and architects how to swiftly develop intelligent applications utilizing the Azure AI Platform. Knowledge of.NET or.NET Core is strongly advised to get the most out of the book. TABLE OF CONTENTS 1 .Azure AI Platform and Services 2. Azure Computer Vision - Image Analysis, Processing, Content Moderation, Object and Face Detection 3. Computer Vision - Text Recognition, Optical Character Recognition, Spatial Analysis 4. Azure Cognitive Services - Custom Applications leveraging Decision, Language, Speech, Web Search 5. Azure Applied AI Services 6. Azure Applied AI Services -BOTs– A Brief Introduction 7. Machine Learning-Infusing ML in Custom Applications using ML.NET 8. Machine Learning - Using Azure ML Studio

Download or read book Hands on Azure Cognitive Services written by Ed Price and published by Apress. This book was released on 2021-10-12 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use this hands-on guide book to learn and explore cognitive APIs developed by Microsoft and provided with the Azure platform. This book gets you started working with Azure Cognitive Services. You will not only become familiar with Cognitive Services APIs for applications, but you will also be exposed to methods to make your applications intelligent for deployment in businesses. The book starts with the basic concepts of Azure Cognitive Services and takes you through its features and capabilities. You then learn how to work inside the Azure Marketplace for Bot Services, Cognitive Services, and Machine Learning. You will be shown how to build an application to analyze images and videos, and you will gain insight on natural language processing (NLP). Speech Services and Decision Services are discussed along with a preview of Anomaly Detector. You will go through Bing Search APIs and learn how to deploy and host services by using containers. And you will learn how to use Azure Machine Learning and create bots for COVID-19 safety, using Azure Bot Service. After reading this book, you will be able to work with datasets that enable applications to process various data in the form of images, videos, and text. What You Will Learn Discover the options for training and operationalizing deep learning models on Azure Be familiar with advanced concepts in Azure ML and the Cortana Intelligence Suite architecture Understand software development kits (SKDs) Deploy an application to Azure Kubernetes Service Who This Book Is For Developers working on a range of platforms, from .NET and Windows to mobile devices, as well as data scientists who want to explore and learn more about deep learning and implement it using the Microsoft AI platform

Download or read book Introducing Azure Kubernetes Service written by Steve Buchanan and published by Apress. This book was released on 2019-12-09 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Go from zero to sixty deploying and running a Kubernetes cluster on Microsoft Azure! This hands-on practical guide to Microsoft’s Azure Kubernetes Service (AKS), a managed container orchestration platform, arms you with the tools and knowledge you need to easily deploy and operate on this complex platform. Take a journey inside Docker containers, container registries, Kubernetes architecture, Kubernetes components, and core Kubectl commands. Drawing on hard-earned experience in the field, the authors provide just enough theory to help you grasp important concepts, teaching the practical straightforward knowledge you need to start running your own AKS cluster. You will dive into topics related to the deployment and operation of AKS, including Rancher for management, security, networking, storage, monitoring, backup, scaling, identity, package management with HELM, and AKS in CI/CD. What You Will Learn Develop core knowledge of Docker containers, registries, and KubernetesGain AKS skills for Microsoft’s fastest growing services in the cloud Understand the pros and cons of deploying and operating AKSDeploy and manage applications on the AKS platform Use AKS within a DevOps CI/CD process Who This Book Is For IT professionals who work with DevOps, the cloud, Docker, networking, storage, Linux, or Windows. Experience with cloud, DevOps, Docker, or application development is helpful.

Download or read book Cloud Native Development with Azure written by Pavan Verma and published by BPB Publications. This book was released on 2024-03-19 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop cloud-native skills by learning Azure cloud infrastructure offerings KEY FEATURES ● Master cloud-native development fundamentals and Azure services. ● Application security, monitoring, and efficient management. ● Explore advanced services like Azure Machine Learning & IoT Hub. DESCRIPTION Azure is a powerful cloud computing platform with a wide range of services. Reading this book can help you gain an in-depth understanding of these services and how to use them effectively. Being one of the most popular cloud computing platforms, having knowledge and skills in Azure can be a valuable asset in your career. Explore Microsoft Azure for cloud-native development. Understand its basics, benefits, and services. Learn about identity management, compute resources, and application building. Discover containerization with Azure Kubernetes Service and Azure Container Registry. Dive into microservices architecture and serverless development with Azure Functions. Understand security, monitoring, logging, and CI/CD pipelines with Azure DevOps. Finally, explore advanced services like Azure Machine Learning and Azure IoT Hub, with real-world case studies and insights into future trends. Azure is constantly evolving, with new features and services being added regularly. Reading books on Azure cloud can help you stay up-to-date with the latest developments in the platform and keep your skills current. WHAT YOU WILL LEARN ● Design and build scalable cloud-native apps. ● Utilize Azure services for identity, compute, and storage. ● Implement containerization for efficient packaging and deployment. ● Secure applications with robust Azure security features. ● Manage and monitor applications for optimal performance and reliability. WHO THIS BOOK IS FOR This book is ideal for software developers, architects, and cloud engineers looking to build and deploy modern, scalable applications on the Microsoft Azure cloud platform. TABLE OF CONTENTS 1. Introduction to cloud and cloud native development 2. Azure Services for Cloud Native Development 3. Data Storage Services on Azure Cloud 4. Azure Kubernetes and Container Registry 5. Developing Applications on Azure 6. Monitoring And Logging Applications on Azure 7. Security and Governance on Azure 8. Deploying Applications on Azure 9. Advance Azure Services 10. Case Studies and best practice 11. Generative AI and Future Trends

Download or read book Demystifying AI A Comprehensive Guide to Microsoft Certified Azure AI Fundamentals written by Mark Duncan and published by LLZ Publishing. This book was released on with total page 55 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Unlocking Azure AI" is a comprehensive guide that provides readers with a deep dive into the world of artificial intelligence (AI) on the Microsoft Azure platform. This book serves as a roadmap for individuals looking to explore, understand, and leverage the full potential of Azure AI services to solve real-world problems and drive innovation. With the exponential growth of AI technologies and their increasing integration into various industries and applications, there is a growing demand for professionals who possess the knowledge and skills to develop, deploy, and manage AI solutions on cloud platforms like Azure. "Unlocking Azure AI" addresses this need by offering a structured and accessible approach to learning Azure AI concepts and services. The book begins by introducing readers to the fundamentals of AI, providing a foundational understanding of key concepts such as machine learning, natural language processing, computer vision, and conversational AI. Readers will learn how AI is transforming industries and reshaping the way businesses operate and interact with customers. As readers progress through the book, they will explore the rich ecosystem of Azure AI services offered by Microsoft, including Azure Cognitive Services, Azure Machine Learning, and Azure Bot Services. Each chapter delves into a specific aspect of Azure AI, covering topics such as: Understanding the capabilities and use cases of Azure Cognitive Services, including vision, speech, language, and decision services. Building and training machine learning models using Azure Machine Learning, from data preparation and model development to deployment and management. Developing intelligent chatbots and virtual agents using Azure Bot Services to automate customer support and enhance user experiences. The book provides practical guidance, hands-on examples, and real-world case studies to illustrate how Azure AI services can be applied to solve common business challenges across various industries. Readers will learn how to leverage Azure AI to enhance productivity, drive innovation, and gain competitive advantage in today's digital economy. In addition to technical content, "Unlocking Azure AI" also addresses ethical considerations and implications in AI development and deployment, helping readers understand the importance of responsible AI practices and ensuring fairness, transparency, and accountability in AI systems. Whether you're a developer, data scientist, IT professional, or business leader, "Unlocking Azure AI" is your go-to resource for mastering Azure AI and unlocking the full potential of artificial intelligence on the Microsoft Azure platform. With its comprehensive coverage, practical insights, and actionable advice, this book empowers readers to embark on their Azure AI journey with confidence and competence.

Download or read book Generative AI with Microsoft Azure Practical Handbook written by Anand Vemula and published by Anand Vemula. This book was released on with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Generative AI with Microsoft Azure" is a comprehensive guide that explores the integration of generative artificial intelligence (AI) with Azure's robust platform, highlighting the transformative potential of AI across various industries. The book is structured into five key parts, each delving into different aspects of generative AI and its applications on Azure. **Part I: Introduction to Generative AI and Microsoft Azure** provides a foundational understanding of generative AI, including its definitions, applications, and the different models like GANs, VAEs, and Transformers. It also introduces Microsoft Azure, guiding readers through setting up an Azure account, and exploring Azure AI and machine learning services. **Part II: Generative Models on Azure** dives into the implementation of specific generative models on Azure. It covers setting up and training Generative Adversarial Networks (GANs), building and deploying Variational Autoencoders (VAEs), and implementing advanced language models like GPT and BERT. This section emphasizes the practical steps and Azure tools necessary for working with these models. **Part III: Advanced Topics and Use Cases** explores specialized applications of generative AI, such as image and video generation, natural language generation (NLG), and conversational agents. It showcases real-world use cases and how Azure services, like Cognitive Services and Bot Service, enhance these applications, offering insights into their implementation and impact. **Part IV: Deployment and Scaling** focuses on the practicalities of deploying generative AI models on Azure. It discusses best practices for deployment, the use of Azure Kubernetes Service (AKS) for container orchestration, and techniques for monitoring and managing models. The section also covers strategies for scaling AI solutions effectively using Azure’s infrastructure, with an emphasis on cost management and optimization. **Part V: Case Studies and Future Trends** presents industry-specific case studies demonstrating the application of generative AI in healthcare, finance, and creative industries. It concludes with a forward-looking perspective on emerging technologies, ethical considerations, and the future trajectory of generative AI on Azure, highlighting the importance of responsible AI practices. Overall, "Generative AI with Microsoft Azure" serves as an essential resource for professionals and enthusiasts looking to leverage Azure's capabilities to harness the power of generative AI, offering practical guidance, real-world applications, and insights into future advancements.

Download or read book Beginning Azure Cognitive Services written by Alicia Moniz and published by Apress. This book was released on 2021-09-01 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get started with Azure Cognitive Services and its APIs that expose machine learning as a service. This book introduces the suite of Azure Cognitive Services and helps you take advantage of the proven machine learning algorithms that have been developed by experts and made available through Cognitive Services, easily integrating those algorithms into your own applications without having to develop the algorithms from scratch. The book also shows you how to use the algorithms provided by Cognitive Services to accelerate data analysis and development within your organization. The authors begin by introducing the tools and describing the steps needed to invoke libraries to analyze structured and unstructured text, speech, and pictures, and you will learn to create interactive chatbots using the Cognitive Services libraries. Each chapter contains the information you need to implement artificial intelligence (AI) via Azure Cognitive Services in your personal and professional projects. The book also covers ethical considerations that are becoming increasingly of concern when using AI to drive decision making. You will be introduced to tools such as FairLearn and InterpretML that can help you detect bias and understand the results your models are generating. What You Will Learn Invoke the Cognitive Services APIs from a variety of languages and apps Understand common design architectures for AI solutions in Azure Decrease discrimination and bias when creating an AI-driven solution Execute the examples within the book and learn how to extend those examples Implement best practices for leveraging the Vision, Speech, and Language parts of the suite Test Cognitive Services APIs via the Azure portal and using the Postman API tool Execute AI from low-code and no-code platforms like Logic Apps and Microsoft’s Power Platform Who This Book Is For Technical professionals who are interested in implementing artificial intelligence (AI) in pre-existing apps, expanding their value and skill sets, or learning more about AI for personal projects; for programmers working in languages such as C# and Python; and for those using low- and no-code platforms such as Microsoft Power Platform

Download or read book Azure Cloud Adoption Framework A Practical Guide for Real World Implementation written by Ronald Bruinsma and published by Ronald Bruinsma. This book was released on 2023-06-23 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: Highlights Packed with useful advice and practical insights to help you bypass typical obstacles and get started efficiently with implementing an Azure Cloud environment. Offers extensive understanding on all Azure cloud-related aspects, from the initial stages to ongoing management, making your journey smoother. Discusses a wide range of topics, from creating an effective strategy to long-term Azure cloud governance. Book Description This book is an in-depth guide on cloud adoption, specifically focusing on the Microsoft Azure platform. It presents a step-by-step approach for businesses looking to commence on their digital transformation journey by leveraging Azure's capabilities. Designed to help organizations understand and apply the Cloud Adoption Framework (CAF), it discusses the strategic aspects of cloud adoption, from business case formulation to planning and execution. The book kicks off with a detailed overview of the CAF, its key components, and how it aligns with your organization's business strategy. Then, it navigates through the various stages of the CAF process, including the Strategy, Plan, Ready, and Adopt phases, providing essential insights into the complexities involved in each step. It further delves into technical aspects, discussing the configuration of Azure environments, cloud operations management, and the critical role of security and compliance in a cloud-based infrastructure. This guide also highlights cost management strategies, showcasing how Azure's flexible pricing models can lead to significant savings over time. It demonstrates the power of automation in managing cloud operations and the potential benefits of Infrastructure as Code (IaC) methodologies. What sets this book apart is its focus on practical implementation, filled with real-world examples, best practices, and common pitfalls to avoid. The approach is both comprehensive and modular, catering to readers new to Azure as well as those with experience in the cloud domain. By the end of this guide, you'll have a clear understanding of how to implement and manage an Azure environment that aligns with your organization's needs, thus facilitating a successful cloud migration and ongoing digital transformation. Whether you're a business leader, IT professional, or simply an enthusiast looking to understand the complexities of cloud adoption, this book serves as a reliable resource, providing a solid foundation in Azure cloud adoption as per the CAF guidelines. Table of Contents Introduction to Cloud Adoption Framework (CAF): This chapter introduces the readers to the concept of the Cloud Adoption Framework, its importance, and the various stages involved in the process. Strategize and Plan: It guides you through the process of establishing key performance indicators (KPIs), assessing your digital estate, and formulating a cloud adoption plan. Ready Phase: Here, we discuss the readiness aspect of cloud adoption. This includes preparing the digital environment, capacity planning, and establishing a cloud adoption team. Adopt Phase: It covers topics like infrastructure setup, data migration, application innovation, and provides guidance on managing possible challenges. Govern and Manage: It offers detailed insights on cost management, security and compliance, and how to establish a robust monitoring and incident response system. Secure and Organize Phase: . It includes security considerations, aligning your organization and teams, and understanding the importance of Azure landing zones. Implementing Best Practices: The final chapter shares the 11 best practices for implementing the Cloud Adoption Framework.

Download or read book Understanding Azure written by Ak M and published by Independently Published. This book was released on 2019-04-05 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has been written for those candidates who have just started their career with Cloud services or who is already working with Azure cloud services. This is also dedicated to those who are preparing themselves for one of the most popular cloud certifications Implementing Microsoft Azure Infrastructure Solutions Exam.This book is mainly focused on all the basic concepts of Microsoft Azure with hands-on lab exercises and real-world best practices rather than deep theoretical and conceptual lectures. Proper Explanation with screenshots on the step by step how to guide to implement, use, and configure Azure Cloud services. This guide will help you to become handy and expert on most of the Microsoft Azure Cloud services that will help you start your career with Cloud technologies. However, this guide also contains various real world, enterprise-level, best practices to implement and use for the production services.We have covered the following topics in this guide along with step by step lab exercises: Chapter 1: Getting Started with Azure.Chapter 2: App Services.Chapter 3: Virtual Machines.Chapter 4: SQL Azure.Chapter 5: Azure Data Lake.Chapter 6: Azure Explorer and blob storage.Chapter 7: Manage Azure Blob Storage.Chapter 8: Understanding Document DB in Azure.Chapter 9: Mobile Services.Chapter 10: Connectors in Azure.Chapter 11: Connecting with Twitter in Azure.Chapter 12: Services Scheduler in Azure.Chapter 13: Media Services in Azure.Chapter 14: API apps in Azure. Chapter 15: Machine Learning

Download or read book A Guide to Microsoft Azure Fundamentals AZ 900 Exam Practical Guide for Passing AZ 900 Exam with Latest Questions Set English Edition written by Imran Ahmad and published by Imran Ahmad. This book was released on 2021-06-24 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pass Azure Fundamentals AZ-900 Exam AZ-900 is an essential exam covering all the foundational concepts about the cloud and Microsoft Azure offerings. Azure fundamentals is a series of below 6 study areas to familiarize you with Azure and its many services and features. Describe Cloud Concepts Describe Core Azure Services Describe Core Solutions and Management Tools Describe General Security and Network Security Describe Identity, Governance, Privacy and Compliance Describe Azure cost management and Service Level Agreements By learning all of these concepts using this guide and practice sets, the reader will be ready to take the exam with confidence. Practice sample tests are in this book. You can also access the most updated versions of the sample sets via an online channel. You can prepare within 5 days or more precisely in less than 24 hours. Learn the fundamentals of Azure, and get AZ-900 certified, with this beginner's guide together with practice sets!

Download or read book A Practical Guide to Azure DevOps written by Milindanath Hewage and published by . This book was released on 2020-02-16 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: DevOps has become a major topic for developers, testers, project managers and many others involved in building software products. Microsoft has introduced Azure DevOps as their tool for implementing DevOps practices. This book is intended to provide the reader a step-by-step, easy to follow guide to learn how Azure DevOps works in a real world project using detailed samples and visual guidance through screenshots. Therefore, the approach taken in this book is very simple and allows even beginners to follow along and get a good understanding on Azure DevOps. Rather than explaining detailed technical information, this book mainly focuses on the practical aspect of how someone new to Azure DevOps can easily get started with it. Therefore, you will see theoretical explanations only when needed to explain a certain scenario. The main focus is to complete a specific task using Azure DevOps. Following areas are discussed in this edition of the book. Azure DevOps organization and settings Creating a project and its settings Azure Boards explained using Basic work item process Azure Repos explained using a simple node application Automate the build, test and deployment process using CI/CD pipelines Who this book is intended for? This book will be a useful handbook for developers, project managers, release managers, stakeholders, testers who are beginners to Azure DevOps and are not interested in reading detailed technical descriptions but rather would like to learn things by doing. Even advanced users of Azure DevOps can benefit from this book.

Download or read book Microsoft Azure For Beginners written by Yedukondalu Chary and published by Independently Published. This book was released on 2023-02-16 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Microsoft Azure For Beginners: A Complete step-by-step Practical Guide" is a comprehensive guide to understanding and utilizing Microsoft Azure, a popular cloud computing platform. Whether you are a developer, an IT administrator, or someone who is simply interested in learning more about cloud computing, this book is perfect for you. This book is designed for beginners, and it assumes no prior knowledge of Azure. We start with an introduction to cloud computing and the fundamentals of Microsoft Azure. We'll then move on to the different segments of Azure, such as SaaS, PaaS, and IaaS, and the various Azure services that are available. As we progress through the book, we'll cover a wide range of topics, including Azure virtual machines, Azure virtual networks and services, Azure storage, managing Azure Active Directory, Azure App Service Plans, Azure SQL database, Azure backup and site recovery, Azure ARM templates, serverless computing, managing app services, data factory, Azure container service, and Azure Cosmos DB. Each chapter includes a variety of hands-on exercises that will help you gain practical experience with Azure. By the end of this book, you will have a solid understanding of Microsoft Azure and will be equipped with the knowledge and skills you need to work with Azure in the real world. So, let's get started on this exciting journey into the world of Microsoft Azure!

Download or read book Learning Microsoft Cognitive Services written by Leif Larsen and published by Packt Publishing Ltd. This book was released on 2018-09-27 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build smarter applications with AI capabilities using Microsoft Cognitive Services APIs without much hassle Key FeaturesExplore the Cognitive Services APIs for building machine learning applicationsBuild applications with computer vision, speech recognition, and language processing capabilitiesLearn to implement human-like cognitive intelligence for your applicationsBook Description Microsoft Cognitive Services is a set of APIs for adding intelligence to your application and leverage the power of AI to solve any business problem using the cognitive capabilities. This book will be your practical guide to working with cognitive APIs developed by Microsoft and provided with the Azure platform to developers and businesses. You will learn to integrate the APIs with your applications in Visual Studio. The book introduces you to about 24 APIs including Emotion, Language, Vision, Speech, Knowledge, and Search among others. With the easy-to-follow examples you will be able to develop applications for image processing, speech recognition, text procession, and so on to enhance the capability of your applications to perform more human-like tasks. Going ahead, the book will help you work with the datasets that enable your applications to process various data in form of image, videos, and texts. By the end of the book, you will get confident to explore the Cognitive Services APIs for your applications and make them intelligent for deploying in businesses. What you will learnIdentify a person through visual and audio inspectionReduce user effort by utilizing AI-like capabilitiesUnderstand how to analyze images and texts in different waysAnalyze images using Vision APIsAdd video analysis to applications using Vision APIsUtilize Search to find anything you wantAnalyze text to extract information and explore text structureWho this book is for Learning Microsoft Cognitive Services is for developers and machine learning enthusiasts who want to get started with building intelligent applications without much programming knowledge. Some prior knowledge of .NET and Visual Studio will help you undertake the tasks explained in this book.

Download or read book Microsoft Azure Study Guide written by Lukas Murphy and published by . This book was released on 2021-05-10 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: Azure is Microsoft's flagship cloud computing platform. With over 600 services available to over 44 geographic regions, it would take a library of books to cover the entire Azure ecosystem. Microsoft Azure For Beginners offers a shortcut to getting familiar with Azure's core product offerings used by the majority of its subscribers. It's a perfect choice for those looking to gain a quick, basic understanding of this ever-evolving public cloud platform. Written by a Microsoft Certified Azure Solutions Architect, Microsoft Azure For Beginners covers building virtual networks, configuring cloud-based virtual machines, launching and scaling web applications, migrating on-premises services to Azure, and keeping your Azure resources secure and compliant. Migrate your applications and services to Azure with confidence Manage virtual machines smarter than you've done on-premises Deploy web applications that scale dynamically to save you money and effort Apply Microsoft's latest security technologies to ensure compliance to maintain data privacy With more and more businesses making the leap to run their applications and services on Microsoft Azure, basic understanding of the technology is becoming essential. Microsoft Azure For Beginners offers a fast and easy first step into the Microsoft public cloud.

Download or read book A Practical Guide to Azure DevOps written by Milindanath Hewage and published by . This book was released on 2020-01-08 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are many books written on the subject Azure DevOps. However, this book has taken a different approach. Rather than going into details of so many technical things, this book mainly focuses on the practical aspect and how someone who is new to Azure DevOps can easily get started with it. Therefore, you will see theoretical explanations only when needed to explain a certain scenario. I have tried my best to keep things very simple and always focus on achieving a specific task in Azure DevOps.This book is the first edition of a series of topics related to Azure DevOps. In this edition, I focus on talking about the organization and project part of the Azure DevOps. I will be adding new chapters covering other parts of the tool in future editions of the book.

Download or read book Microsoft Azure Cloud Complete Practical Guide for Ultimate Beginners written by ProTechGurus and published by . This book was released on 2018-08-08 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has been written for the candidates who want to learn and use the Microsoft Azure cloud platform, candidates who have just started his career with Cloud services, who is already working with Azure cloud services. This is also dedicated for those who are preparing themselves for one of the most popular cloud certifications Implementing Microsoft Azure Infrastructure Solutions Exam.This is mainly focused on the hands-on lab exercises and real-world best practices rather than deep theoretical and conceptual lectures. However, we have covered enough concept and theory part of each of the mentioned topic. There are hundreds of theoretical documentations are available on the Microsoft Azure official documentation site and few other sites on the Internet community. But, there are very few articles on the step by step how to guide to implement, use, and configure Azure Cloud services. This guide will help you to become handy and expert on most of the Microsoft Azure Cloud services that will help you start your career with Cloud technologies. However, this guide also contains various real world, enterprise-level, best practices to implement and use for the production services. These step by step lab exercises will help you to design a highly-secure, scalable, and well-architecture enterprise-level Cloud solutions and designs.We have covered the following topics in this guide along with step by step lab exercises:01. Cloud Computing Introduction02. Cloud Service Providers03. Types of Cloud04. Cloud Offering Classes05. Microsoft Azure Introduction06. Getting Started with Free Azure Subscription07. Getting Familiarized with Azure Portal Options08. Getting Azure Subscription Details09. Creating Administrative Users for Azure Cloud Management10. Enable Multi-Factor Authentication for Azure Accounts11. Azure Pricing Calculator12. Introduction Azure Virtual Network (vNet)13. Creating an Azure Virtual Network14. Introduction to Azure Resource Groups15. Managing Resource Groups16. Introduction Azure Virtual Machines17. Understanding Azure VM Series Types18. Creating Azure Virtual Machine19. Connecting Azure Virtual Machines20. Detailed Explanation of Azure Virtual Machine Options21. Configure Disk in Azure Virtual Machine22. Capturing VM Image in Azure Cloud23. Creating Azure VM from Captured Image24. Importing and Exporting Azure Virtual Machine25. Azure Network Security Group (NSG) 6726. Creating and Applying NSG for Azure Virtual Network27. Managing Azure Storage Services28. Working with Azure Storage Explorer29. Managing Azure Storage Using Azure CLI30. Working with Azure Files Share31. Mounting Azure Files Share32. Azure Database Storage Services33. Creating and Using Azure SQL Database34. Restoring Azure SQL Database35. Exporting Importing SQL Databases36. Azure Active Directory37. Azure Marketplace38. Working with Azure VPN Gateways39. Creating a Windows Server Virtual Machine40. Connecting Your Windows VM Using P2S VPN Gateway Securely41. Configuring vNet Peering Between Azure Virtual Networks42. Working with Load Balancers in Azure Cloud43. Configuring Azure Load Balancer44. Configuring VM Scale Set in Azure Cloud45. Configuring Application Gateway in Azure Cloud46. Configuring WAF in Azure Cloud47. Working with Azure Cloud Management Tools48. Managing Azure Account Using PowerShell49. Scheduling Auto and Stop Azure VMs