ENGLISH

Beginning Azure Cognitive Services: Data-Driven Decision Making Through Artificial Intelligence

By Alicia Moniz , Matt Gordon , Ida Bergum , Mia Chang , Ginger Grant

Book information

Publisher
Apress
Year
2021
ISBN
1484271750, 9781484271759
Language
english
Format
EPUB
Filesize
30 MB (31774706 bytes)
Edition
1
Pages
328\0
Time added
2021-08-14 17:12:27

Description

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. What You Will LearnInvoke the Cognitive Services APIs from a variety of languages and appsUnderstand common design architectures for AI solutions in AzureDecrease discrimination and bias when creating an AI-driven solutionExecute the examples within the book and learn how to extend those examplesImplement best practices for leveraging the Vision, Speech, and Language parts of the suiteTest Cognitive Services APIs via the Azure portal and using the Postman API toolExecute AI from low-code and no-code platforms like Logic Apps and Microsoft’s Power Platform Who This Book Is For Technical professionals who are interested in implementing artificial intelligence (AI) in pre-existing apps, expanding their value and skill sets, or learning more about AI for personal projects; for programmers working in languages such as C# and Python; and for those using low- and no-code platforms such as Microsoft Power Platform

Similar books

The arraignment and tryall with a declaration of the Ranters also, several sentences proceedings at the sessions in the Old-Baily, and Councel of War: their protestations and the hanging of one up by the thumbs; with divers penalties to be inflicted upon others. The dancing and revelling of Dr. Buckeridge and his wife, and other gent. dancing all in white, in Berkshire, and their Christmas carol. A dispute between a Ranter in Bridewel, and one that came to see him; with his creed and pater noster: and the names of the false gods they worship. As also, a list of many of the Ranters, from whence they are derived: and of many hundreds of them in England

The arraignment and tryall with a declaration of the Ranters also, several sentences proceedings at the sessions in the Old-Baily, and Councel of War: their protestations and the hanging of one up by the thumbs; with divers penalties to be inflicted upon others. The dancing and revelling of Dr. Buckeridge and his wife, and other gent. dancing all in white, in Berkshire, and their Christmas carol. A dispute between a Ranter in Bridewel, and one that came to see him; with his creed and pater noster: and the names of the false gods they worship. As also, a list of many of the Ranters, from whence they are derived: and of many hundreds of them in England

2019 · EPUB

The discoverer; vvherein is set forth (to undeceive the nation) the reall plots and stratagems of Lievt. Col. John Lilburn, Mr. William Walwyn, Mr. Thomas Prince, Mr. Richard Overton, and that partie ... Namely, under the pretence and colour of libertie ... a most dangerous and destructive designe is carried on to deprive the nation of their religion, rights, liberties, proprieties, lawes, government, &c. and to bring a totall and universall ruine upon the land. And so much is here clearely proved. The first part

The discoverer; vvherein is set forth (to undeceive the nation) the reall plots and stratagems of Lievt. Col. John Lilburn, Mr. William Walwyn, Mr. Thomas Prince, Mr. Richard Overton, and that partie ... Namely, under the pretence and colour of libertie ... a most dangerous and destructive designe is carried on to deprive the nation of their religion, rights, liberties, proprieties, lawes, government, &c. and to bring a totall and universall ruine upon the land. And so much is here clearely proved. The first part

2019 · EPUB

An act to impower Sir John Molesworth: Baronet, and Joseph Moyle, Esquire, Two of the surviving Trustees, in an Indenture, dated the Twenty-Fifth Day of December One thousand Seven hundred and Forty-Three, to raise the several Sums in the said Indenture mentioned, or such of them as are still unsatisfied, and pay the same, as well as the rest of the personal Estate of Hugh Gregor, deceased, to such Person as Jane Gregor, an Infant, shall marry during her Infancy, with the Consent of the surviving Trustees, and of her Guardians

An act to impower Sir John Molesworth: Baronet, and Joseph Moyle, Esquire, Two of the surviving Trustees, in an Indenture, dated the Twenty-Fifth Day of December One thousand Seven hundred and Forty-Three, to raise the several Sums in the said Indenture mentioned, or such of them as are still unsatisfied, and pay the same, as well as the rest of the personal Estate of Hugh Gregor, deceased, to such Person as Jane Gregor, an Infant, shall marry during her Infancy, with the Consent of the surviving Trustees, and of her Guardians

EPUB