Beginning Azure Cognitive Services : data-driven decision making through artificial intelligence / Alicia Moniz, Matt Gordon, Ida Bergum, Mia Chang, Ginger Grant.
Moniz, Alicia, author.; Gordon, Matt, author.; Bergum, Ida, author.; Chang, Mia, author.; Grant, Ginger, author.
2021
HD30.23
Available Online

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Title Beginning Azure Cognitive Services : data-driven decision making through artificial intelligence / Alicia Moniz, Matt Gordon, Ida Bergum, Mia Chang, Ginger Grant.
Author Moniz, Alicia, author.
ISBN 9781484271766 (electronic bk.)
1484271769 (electronic bk.)
1484271750
9781484271759
DOI https://doi.org/10.1007/978-1-4842-7176-6
Publication Details [United States] : Apress, 2021.
Language English
Description 1 online resource
Item Number 10.1007/978-1-4842-7176-6 doi
Call Number HD30.23
Dewey Decimal Classification 658.4/030028563
Summary 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. You will learn to: 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.
Note Includes index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed August 23, 2021).
Added Author Gordon, Matt, author.
Bergum, Ida, author.
Chang, Mia, author.
Grant, Ginger, author.
Available in Other Form Print version: 9781484271759
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
1. Introducing Cognitive Services
2. Prerequisites and Tools
3. Vision
4. Language in Cognitive Services
5. Speech Services
6. Power Platform & Cognitive Services
7. Chatbots,
8. Ethics in AI.

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