Hands-On Azure Cognitive Services: Applying AI and Machine Learning for Richer Applications
暫譯: 實作 Azure 認知服務：應用 AI 與機器學習以豐富應用程式
Price, Ed, Masood, Adnan, Aroraa, Gaurav
- 出版商: Apress
- 出版日期: 2021-09-18
- 售價: $2,840
- 貴賓價: 9.5 折 $2,698
- 語言: 英文
- 頁數: 329
- 裝訂: Quality Paper - also called trade paper
- ISBN: 148427248X
- ISBN-13: 9781484272480
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相關分類:
Microsoft Azure、人工智慧、Machine Learning
海外代購書籍(需單獨結帳)
商品描述
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.
What You Will Learn
- 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
Who This Book Is For
Developers working on a range of platforms, from .NET and Windows to mobile devices, as well as data scientists who want to explore and learn more about deep learning and implement it using the Microsoft AI platform
商品描述(中文翻譯)
使用這本實作指南來學習和探索由微軟開發並提供於 Azure 平台的認知 API。本書將幫助您開始使用 Azure Cognitive Services。您不僅會熟悉應用程式的 Cognitive Services API，還會接觸到使您的應用程式智能化的方法，以便在商業中部署。
本書從 Azure Cognitive Services 的基本概念開始，帶您了解其功能和能力。接著，您將學習如何在 Azure Marketplace 中使用 Bot Services、Cognitive Services 和 Machine Learning。您將學會如何構建一個分析圖像和視頻的應用程式，並深入了解自然語言處理（NLP）。本書還將討論語音服務和決策服務，並預覽異常檢測器。您將了解 Bing Search APIs，並學習如何使用容器來部署和託管服務。此外，您還將學習如何使用 Azure Machine Learning 並利用 Azure Bot Service 創建針對 COVID-19 安全的機器人。
閱讀完本書後，您將能夠處理使應用程式能夠以圖像、視頻和文本形式處理各種數據的數據集。
您將學到什麼
- 探索在 Azure 上訓練和運行深度學習模型的選項
- 熟悉 Azure ML 和 Cortana Intelligence Suite 架構中的進階概念
- 了解軟體開發工具包（SDKs）
- 將應用程式部署到 Azure Kubernetes Service
本書適合誰閱讀
本書適合在各種平台上工作的開發人員，從 .NET 和 Windows 到移動設備，以及希望探索和學習更多關於深度學習並使用微軟 AI 平台實施的數據科學家。
作者簡介
Ed Price is Senior Program Manager in Engineering at Microsoft, with an MBA degree in technology management. Previously, he led Azure Global's efforts to publish key architectural guidance, ran Microsoft customer feedback programs for Azure Development and Data Services, and was a technical writer at Microsoft for six years, helping lead TechNet Wiki. Ed now leads Microsoft's efforts to publish reference architectures on the Azure Architecture Center (including a strong focus on AI architectures). He is an instructor at Bellevue College, where he teaches design and computer science. At Microsoft, he also helps lead volunteer efforts to teach thousands of students how to code each year, focusing on girls and minorities. Ed is a co-author of six books, including Azure Cloud Native Architecture Mapbook, Cloud Debgging and Profiling in Microsoft Azure (Apress), and Learn to Program with Small Basic.
Adnan Masood, PhD, is an Artificial Intelligence and Machine Learning researcher, Software Engineer, Microsoft regional Director, and Microsoft MVP for Artificial Intelligence. An international speaker and thought leader, Adnan currently works at UST as Chief AI Architect, and collaborates with Stanford Artificial Intelligence Lab and MIT AI Lab on building enterprise solutions. Adnan has authored four books, including Automated Machine Learning and Cognitive Computing Recipes (Apress).
Gaurav Aroraa is a Chief Technology officer at SCL, with Doctorate in Computer Science. Guarav is a Microsoft MVP award recipient. He is a lifetime member of the Computer Society of India (CSI), an advisory member and senior mentor at IndiaMentor, certified as a Scrum trainer and coach, ITIL-F certified, and PRINCE-F and PRINCE-P certified. Guarav is an open-source developer and a contributor to the Microsoft TechNet community. He has authored ten books, including Cloud Debugging and Profiling in Microsoft Azure (Apress).
作者簡介(中文翻譯)
**Ed Price** 是微軟工程部的高級計畫經理，擁有技術管理的MBA學位。之前，他負責Azure Global的關鍵架構指導出版工作，運行微軟Azure開發和數據服務的客戶反饋計畫，並在微軟擔任了六年的技術作家，協助主導TechNet Wiki。Ed目前負責微軟在Azure架構中心發布參考架構的工作（包括對AI架構的強烈關注）。他是貝爾維尤學院的講師，教授設計和計算機科學。在微軟，他還協助主導志願者工作，每年教導數千名學生學習編程，特別關注女孩和少數族裔。Ed是六本書的共同作者，包括《Azure Cloud Native Architecture Mapbook》、《Cloud Debugging and Profiling in Microsoft Azure》（Apress）和《Learn to Program with Small Basic》。
**Adnan Masood**，博士，是人工智慧和機器學習研究員、軟體工程師、微軟區域總監及微軟人工智慧MVP。作為國際演講者和思想領袖，Adnan目前在UST擔任首席AI架構師，並與史丹佛人工智慧實驗室和麻省理工學院AI實驗室合作開發企業解決方案。Adnan已出版四本書，包括《Automated Machine Learning and Cognitive Computing Recipes》（Apress）。
**Gaurav Aroraa** 是SCL的首席技術官，擁有計算機科學博士學位。Gaurav是微軟MVP獎的獲得者。他是印度計算機學會（CSI）的終身會員，IndiaMentor的顧問成員和高級導師，並獲得Scrum培訓師和教練的認證，ITIL-F認證，以及PRINCE-F和PRINCE-P認證。Gaurav是一位開源開發者，也是微軟TechNet社區的貢獻者。他已出版十本書，包括《Cloud Debugging and Profiling in Microsoft Azure》（Apress）。
