Azure AI Services at Scale for Cloud, Mobile, and Edge: Building Intelligent Apps with Azure Cognitive Services and Machine Learning
暫譯: 大規模 Azure AI 服務：使用 Azure 認知服務和機器學習構建智能應用程式（雲端、行動與邊緣）

Bisson, Simon, Branscombe, Mary, Hoder, Chris

Azure AI Services at Scale for Cloud, Mobile, and Edge: Building Intelligent Apps with Azure Cognitive Services and Machine Learning
  • 出版商: O'Reilly
  • 出版日期: 2022-05-24
  • 定價: $2,200
  • 售價: 8.8 折 $1,936 (限時優惠至 2025-03-31)
  • 語言: 英文
  • 頁數: 228
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1098108043
  • ISBN-13: 9781098108045
  • 相關分類: Microsoft Azure、人工智慧、Machine Learning

    • 立即出貨 (庫存 < 3)

商品描述

Take advantage of the power of cloud and the latest AI techniques. Whether you're an experienced developer wanting to improve your app with AI-powered features, or you want to make a business process smarter by getting AI to do some of the work, this book's got you covered. Authors Anand Raman, Chris Hoder, Simon Bisson, and Mary Branscombe show you how to build practical intelligent applications for the cloud, mobile, browsers, and edge devices using a hands-on approach.

This book shows you how cloud AI services fit in alongside familiar software development approaches, walks you through key Microsoft AI services, and provides real-world examples of AI-oriented architectures that integrate different Azure AI services. All you need to get started is a working knowledge of basic cloud concepts.

  • Become familiar with Azure AI offerings and capabilities
  • Build intelligent applications using Azure Cognitive Services
  • Train, tune, and deploy models with Azure Machine Learning, PyTorch, and the open neural network exchange (ONNX)
  • Learn to solve business problems using AI in the Power Platform
  • Use transfer learning to train vision, speech, and language models in minutes

商品描述(中文翻譯)

利用雲端的力量和最新的人工智慧技術。無論您是希望透過人工智慧功能來改善應用程式的經驗豐富的開發者，還是想要透過讓人工智慧執行部分工作來使商業流程更智能化，本書都能滿足您的需求。作者 Anand Raman、Chris Hoder、Simon Bisson 和 Mary Branscombe 將指導您如何使用實作方法來為雲端、行動裝置、瀏覽器和邊緣設備構建實用的智能應用程式。

本書展示了雲端人工智慧服務如何與熟悉的軟體開發方法相結合，帶您了解關鍵的 Microsoft AI 服務，並提供整合不同 Azure AI 服務的 AI 導向架構的實際範例。您所需的僅是對基本雲端概念的工作知識。

- 熟悉 Azure AI 的產品和能力
- 使用 Azure Cognitive Services 構建智能應用程式
- 使用 Azure Machine Learning、PyTorch 和開放神經網路交換（ONNX）訓練、調整和部署模型
- 學習如何在 Power Platform 中使用 AI 解決商業問題
- 使用遷移學習在幾分鐘內訓練視覺、語音和語言模型

作者簡介

Anand Raman leads the program management for AI Services Platform at Microsoft. Previously, he was the chief of staff for the Microsoft Azure AI and Data Group, covering data platforms and machine learning, and ran the company's product management and the development teams for Azure Data Services and the Visual Studio and Windows Server user experience teams; he also worked several years as researcher before joining Microsoft. Anand holds a PhD in computational fluid mechanics.

Chris Hoder is a Program Manager on the Cognitive Services team at Microsoft. Chris focuses on the end-to-end developer experience across the entire suite of services - from our API and SDK designs to the getting started documentation. In prior roles, Chris worked directly with customers to envision, design, build and deploy AI-focused applications using Microsoft's AI stack.

作者簡介(中文翻譯)

Anand Raman 負責微軟 AI 服務平台的計畫管理。之前，他是微軟 Azure AI 和數據組的幕僚長，負責數據平台和機器學習，並管理公司的產品管理以及 Azure 數據服務和 Visual Studio 與 Windows Server 使用者體驗團隊的開發團隊；在加入微軟之前，他還擔任了幾年的研究員。Anand 擁有計算流體力學的博士學位。

Chris Hoder 是微軟認知服務團隊的計畫經理。Chris 專注於整個服務套件的端到端開發者體驗 - 從我們的 API 和 SDK 設計到入門文檔。在之前的角色中，Chris 直接與客戶合作，構思、設計、建構和部署以微軟 AI 技術堆疊為基礎的 AI 專注應用程式。

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