LEADER 03974nam 22006615 450 001 9910502632703321 005 20251202165632.0 010 $a9781484272497 010 $a1484272498 024 7 $a10.1007/978-1-4842-7249-7 035 $a(CKB)4940000000612103 035 $a(MiAaPQ)EBC6729683 035 $a(Au-PeEL)EBL6729683 035 $a(OCoLC)1287132203 035 $a(CaSebORM)9781484272497 035 $a(PPN)258057912 035 $a(Perlego)4513804 035 $a(DE-He213)978-1-4842-7249-7 035 $a(EXLCZ)994940000000612103 100 $a20210918d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHands-on Azure Cognitive Services $eApplying AI and Machine Learning for Richer Applications /$fby Ed Price, Adnan Masood, Gaurav Aroraa 205 $a1st ed. 2021. 210 1$aBerkeley, CA :$cApress :$cImprint: Apress,$d2021. 215 $a1 online resource (376 pages) 311 08$a9781484272480 311 08$a148427248X 327 $aChapter 1: The Power of Cognitive Services -- Chapter 2: The Azure Portal for Cognitive Services -- Chapter 3: Vision ? Identify and Analyze Images and Videos -- Chapter 4: Language ? Understand Unstructured Text and Models -- Chapter 5: Speech ? Talk to Your Application -- Chapter 6: Decision ? Make Smarter Decisions in Your Applications -- Chapter 7: Search ? Add Search Capabilities to Your Application -- Chapter 8: Deploy and Host Services Using Containers -- Chapter 9: Azure Bot Services -- Chapter 10: Azure Machine Learning. 330 $aUse 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. You will: 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. 606 $aMicrosoft software 606 $aMicrosoft .NET Framework 606 $aMachine learning 606 $aArtificial intelligence 606 $aMicrosoft 606 $aMachine Learning 606 $aArtificial Intelligence 615 0$aMicrosoft software. 615 0$aMicrosoft .NET Framework. 615 0$aMachine learning. 615 0$aArtificial intelligence. 615 14$aMicrosoft. 615 24$aMachine Learning. 615 24$aArtificial Intelligence. 676 $a005.1068 700 $aPrice$b Ed$01071777 702 $aAroraa$b Gaurav 702 $aMasood$b Adnan 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910502632703321 996 $aHands-on Azure cognitive services$92882111 997 $aUNINA