東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Beginning Azure Cognitive Services =...

Moniz, Alicia.

Linked to FindBook

Google Book

Amazon

博客來

Beginning Azure Cognitive Services = data-driven decision making through artificial intelligence /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Beginning Azure Cognitive Services/ by Alicia Moniz ... [et al.].
Reminder of title:	data-driven decision making through artificial intelligence /
other author:	Moniz, Alicia.
Published:	Berkeley, CA :Apress : : 2021.,
Description:	xxii, 306 p. :ill., digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Decision making - Data processing. -
Online resource:	https://doi.org/10.1007/978-1-4842-7176-6
ISBN:	9781484271766

Beginning Azure Cognitive Services = data-driven decision making through artificial intelligence /
Beginning Azure Cognitive Servicesdata-driven decision making through artificial intelligence /[electronic resource] :by Alicia Moniz ... [et al.]. - Berkeley, CA :Apress :2021. - xxii, 306 p. :ill., digital ;24 cm.

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.

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.

ISBN: 9781484271766

Standard No.: 10.1007/978-1-4842-7176-6doiSubjects--Topical Terms:

752376
Decision making
--Data processing.

LC Class. No.: HD30.23

Dewey Class. No.: 658.4030028563

Beginning Azure Cognitive Services = data-driven decision making through artificial intelligence /
LDR:03101nmm a2200325 a 4500 001 2249519
003 DE-He213
005 20210813115912.0
006 m d
007 cr nn 008maaau
008 220103s2021 cau s 0 eng d
020 $a 9781484271766 $q (electronic bk.)
020 $a 9781484271759 $q (paper)
024 7 $a 10.1007/978-1-4842-7176-6 $2 doi
035 $a 978-1-4842-7176-6
040 $a GP $c GP
041 0 $a eng
050 4 $a HD30.23
072 7 $a UMP $2 bicssc
072 7 $a COM051380 $2 bisacsh
072 7 $a UMP $2 thema
082 0 4 $a 658.4030028563 $2 23
090 $a HD30.23 $b .B417 2021
245 0 0 $a Beginning Azure Cognitive Services $h [electronic resource] : $b data-driven decision making through artificial intelligence / $c by Alicia Moniz ... [et al.].
260 $a Berkeley, CA : $b Apress : $b Imprint: Apress, $c 2021.
300 $a xxii, 306 p. : $b ill., digital ; $c 24 cm.
505 0 $a 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.
520 $a 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.
650 0 $a Decision making $x Data processing. $3 752376
650 0 $a Artificial intelligence. $3 516317
650 1 4 $a Microsoft and .NET. $3 3134847
650 2 4 $a Professional Computing. $3 3201325
650 2 4 $a Big Data. $3 3134868
700 1 $a Moniz, Alicia. $3 3514989
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-1-4842-7176-6
950 $a Professional and Applied Computing (SpringerNature-12059)