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Hands-on Azure cognitive services : applying AI and machine learning for richer applications / Ed Price, Adnan Masood, Gaurav Aroraa.

Price, Ed, 1978- author.; Masood, Adnan, author.; Aroraa, Gaurav, author.
2021
QA76.76.A63 P75 2021
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Title
Hands-on Azure cognitive services : applying AI and machine learning for richer applications / Ed Price, Adnan Masood, Gaurav Aroraa.
Author
Price, Ed, 1978- author.
ISBN
9781484272497 (electronic bk.)
1484272498 (electronic bk.)
9781484272480
148427248X
DOI
https://doi.org/10.1007/978-1-4842-7249-7
Published
[Berkeley] : Springer, [2021]
Copyright
©2021
Language
English
Description
1 online resource : illustrations
Item Number
10.1007/978-1-4842-7249-7 doi
Call Number
QA76.76.A63 P75 2021
Dewey Decimal Classification
005.1068
Summary
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. 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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Masood, Adnan, author.
Aroraa, Gaurav, author.
Available in Other Form
HANDS-ON AZURE COGNITIVE SERVICES.
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Chapter 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.

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