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Auteur Rekha KODALI |
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Microsoft Azure AI: A Beginner’s Guide : Explore Azure Applied AI Services, Azure Cognitive Services and Azure Machine Learning with Practical Illustrations / Rekha KODALI / BPB Publications (2022)
Titre : Microsoft Azure AI: A Beginner’s Guide : Explore Azure Applied AI Services, Azure Cognitive Services and Azure Machine Learning with Practical Illustrations Type de document : e-book Auteurs : Rekha KODALI Editeur : BPB Publications Année de publication : 2022 ISBN/ISSN/EAN : 9789355510518 Note générale : copyrighted Langues : Anglais (eng) Résumé : 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.DescriptionMicrosoft 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 forThis 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 Contents1.Azure AI Platform and Services2. Azure Computer Vision - Image Analysis, Processing, Content Moderation, Object and Face Detection3. Computer Vision - Text Recognition, Optical Character Recognition, Spatial Analysis4. Azure Cognitive Services - Custom Applications leveraging Decision, Language, Speech, Web Search5. Azure Applied AI Services6. Azure Applied AI Services -BOTs– A Brief Introduction 7. Machine Learning-Infusing ML in Custom Applications using ML.NET8. Machine Learning - Using Azure ML Studio Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88937957 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=572843 Developing Cloud Native Applications in Azure using .NET Core : A Practitioner’s Guide to Design, Develop and Deploy Apps / Rekha KODALI / BPB Publications (2020)
Titre : Developing Cloud Native Applications in Azure using .NET Core : A Practitioner’s Guide to Design, Develop and Deploy Apps Type de document : e-book Auteurs : Rekha KODALI Editeur : BPB Publications Année de publication : 2020 ISBN/ISSN/EAN : 9789389328745 Note générale : copyrighted Langues : Anglais (eng) Résumé : Guide to designing and developing cloud native applications in Azure Key FeaturesBasics of Cloud Native Applications Designing Microservices Different cloud native options for developing Cloud Native Applications in Azure BOTs, Web Apps, Mobile Apps, Logic Apps, Service Bus, Azure Functions Azure IOT Applications Azure Machine Learning BasicsEnterprise Digital Journeys DescriptionThe mainstreaming of the cloud-native architecture as an enterprise discipline is well underway. According to the Forbes report, in January 2018, 83% of enterprise workloads will be in the cloud by 2020, 41% of enterprise workloads will run on public cloud platforms while another 22% will be running on hybrid cloud platforms. Customers are embarking on enterprise digital transformation journeys. Adopting cloud, cloud-native architectures, and microservices is an important aspect of the journey. This book starts with a brief introduction to the basics of cloud-native applications and cloud-native application patterns. It covers cloud-native options available in Azure. The objective of the book is to provide practical guidelines to an architect/designer/consultant/developer who is part of the Cloud application definition team. The book articulates a methodology that the implementation team needs to follow in a systematic manner and adapt them to fulfill the requirements for enabling the cloud-native application. It emphasizes on the interpersonal skills and techniques for organizing and directing the cloud-native definition, leadership buy-in, and leading the transition from planning to implementation. It also highlights steps to be followed and the patterns for developing cloud-native applications, cloud-native options available in Azure, developing BOT, and microservices based on Azure. It also covers how to develop simple IoT applications, Machine learning-based applications, and the serverless architecture using Azure with a practical and pragmatic approach. This book embraces a structured approach around the following key themes that represent the typical phases an enterprise traverses during its cloud-native application journey. What You Will LearnThis book aims to: Demonstrate the importance of cloud-native applications in elevating the effectiveness of organizational transformation programs and digital enterprise journeys using MS Azure.Disseminate current advancements and thought leadership in the area of cloud-native architecture in the context of digital enterprises.Provide initiatives with evidence-based, credible, field-tested and practical guidance in designing their respective architectures.Who this book is forThe book is intended for anyone looking for a career in Cloud technology, especially all aspiring Cloud Architects who want to learn cloud-native architectures, Microservices, IoT, BOT and Microsoft Azure platform.Table of Contents 1. Basics of Cloud Native Applications2. Cloud Native Application Patterns3. Cloud Native Options available in Azure – BOTs, Logic Apps, Service Bus, Azure Microservices, ML services 4. Developing a Simple BOT using .NET Core5. Developing Cloud Native applications leveraging Microservices and Azure API Gateway6. Developing Integration capabilities using serverless architecture7. Developing a simple IoT application8. Developing a simple ML based application9. Different enterprise use cases which enable digital transformation using Cloud Native Applications Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88938880 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=565156
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