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[null,"1.","Record Nr.",null,"UNINA9910502632703321"]
[null,null,"Autore",null,"Price Ed"]
[null,null,"Titolo",null,"Hands-on Azure cognitive services : applying AI and machine learning for richer applications / / Ed Price, Adnan Masood, Gaurav Aroraa"]
[null,null,"Pubbl/distr/stampa",null,"[Place of publication not identified] : , : Apress, , [2021]"]
[{"$nulls":4},"©2021"]
[null,null,"ISBN",null,"1-4842-7249-8"]
[null,null,"Descrizione fisica",null,"1 online resource (376 pages)"]
[null,null,"Disciplina",null,"005.1068"]
[null,null,"Soggetti",null,"Application program interfaces (Computer software)"]
[{"$nulls":4},"Microsoft Azure (Computing platform)"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,"Nota di contenuto",null,"Intro -- Table of Contents -- About the Authors -- About the Technical Reviewer -- Acknowledgments -- Introduction -- Chapter 1: The Power of Cognitive Services -- Overview of Azure Cognitive Services -- Why Azure Cognitive Services -- Exploring the Cognitive Services APIs: Vision, Speech, Language, Web Search, and Decision -- Vision APIs -- Computer Vision -- Custom Vision -- Face -- Form Recognizer -- Video Indexer -- Speech APIs -- Speech Service -- Speaker Recognition (Preview) -- Language APIs -- Immersive Reader -- Language Understanding (LUIS) -- QnA Maker -- Text Analytics -- Translator -- Web Search APIs -- Bing Search APIs -- Bing Web Search -- Bing Custom Search -- Bing Image Search -- Bing Entity Search -- Bing News Search -- Bing Video Search -- Bing Visual Search -- Bing Autosuggest -- Bing Spell Check -- Bing Local Business Search -- Decision APIs -- Anomaly Detector (Preview) -- Content Moderator -- Personalizer -- Overview of Machine Learning -- Understanding the Use Cases -- The COVID-19 SmartApp Scenario -- Summary -- Chapter 2: The Azure Portal for Cognitive Services -- Getting Started with Azure Portal and Azure Cognitive Services -- Getting Started with Azure Cognitive Services -- Azure Marketplace: An Overview of AI + Machine Learning -- Understanding Software Development Kits (SDKs): To Get Started with Your Favorite Programing Language -- Setting Up Your Visual Studio Template -- Summary -- Chapter 3: Vision - Identify and Analyze Images and Videos -- Understanding the Vision APIs with Computer Vision -- Analyzing Images -- Start Diving for Computer Vision -- Working with APIs -- Identifying a Face "]
[{"$nulls":4},"-- Test Using the API Console -- Test Using a Demo Page -- Implement It Using Code -- Understanding the Working Behavior of Vision APIs for Video Analysis -- Microsoft Azure Video Indexer -- Summary."]
[{"$nulls":4},"Chapter 4: Language - Understand Unstructured Text and Models -- Creating and Understanding Language Models -- Enrichment in Progress - JFK Files Demo -- The Muppet Models - Transformers for NLP -- Named Entity Recognition with Fine-Tuned BERT -- Summary of the Language API -- Chapter 5: Speech - Talk to Your Application -- Understanding Speech and Speech Services -- Comprehensive Privacy and Security -- Getting Started -- Translating Speech Real Time into Your Application -- Speech to Text - Converting Spoken Audio to Text for Interaction -- Cognitive Speech Search with LUIS and Speech Studio -- Summary of the Speech API -- Chapter 6: Decision - Make Smarter Decisions in Your Applications -- Decision Services and APIs -- Content Moderator Service -- Trying It Out - Building Content Moderators -- Moderating Text Using Content Moderator Service -- Moderating Text - Invoking the API -- Personalizer Service -- Trying It Out - Building a Movie Personalizer -- Anomaly Detector Service -- Try It Out - Anomaly Detector Demo -- Metrics Advisor (Preview) -- Summary and Conclusion -- References and Further Reading -- Chapter 7: Search - Add Search Capabilities to Your Application -- The Search Ecosystem -- Azure Cognitive Search -- Searching with Azure Cognitive Search -- Testing Azure Cognitive Search -- Integrating Azure Cognitive Search in Your Notebooks -- Searching with Bing Web Search -- Summary and Conclusion -- References and Further Reading -- Chapter 8: Deploy and Host Services Using Containers -- Cognitive Services Containers -- Hosting Cognitive Services Containers -- Running a Language Service Container -- Running an Anomaly Detector Service Container -- Working with Azure Container Instances -- Deploying a Cognitive Services Container with Azure Kubernetes Service -- Summary and Conclusion -- References and Further Reading."]
[{"$nulls":4},"Chapter 9: Azure Bot Services -- The Azure Bot Services Ecosystem -- Building Azure Service COVID-19 Bot -- Augmenting the Bot Knowledge Base from the Web -- Conclusion and Summary -- References and Further Reading -- Chapter 10: Azure Machine Learning -- Azure Machine Learning Stack -- Hello World with Azure Machine Learning -- Creating a Machine Learning Model for Classification -- Classification Model Using Azure Machine Learning Designer -- Conclusion and Summary -- References and Further Reading -- Index."]