Practical Guide to Azure Cognitive Services: Leverage the power of Azure OpenAI to optimize operations, reduce costs, and deliver cutting-edge AI solu
暫譯: Azure 認知服務實用指南:利用 Azure OpenAI 的力量優化運營、降低成本並提供尖端 AI 解決方案

Seferlis, Chris, Nellis, Christopher, Roberts, Andy

  • 出版商: Packt Publishing
  • 出版日期: 2023-05-12
  • 售價: $1,650
  • 貴賓價: 9.5$1,568
  • 語言: 英文
  • 頁數: 454
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1801812918
  • ISBN-13: 9781801812917
  • 相關分類: Microsoft Azure人工智慧
  • 立即出貨 (庫存=1)

相關主題

商品描述

Streamline your complex processes and optimize your organization's operational efficiency, cost-effectiveness, and customer experience by unlocking the potential of Microsoft Azure Cognitive Services and OpenAI

Purchase of the print or Kindle book includes a free PDF eBook

Key Features

  • Minimize costs and maximize operations by automating mundane activities using AI tools
  • Ideate solutions using real-world examples for manufacturing process improvement with AI
  • Master TCO and ROI analysis for implementing AI solutions, automating operations, and ideating innovative manufacturing solutions with real-world examples

Book Description

Azure Cognitive Services and OpenAI are a set of pre-built artificial intelligence (AI) solution APIs that can be leveraged from existing applications, allowing customers to take advantage of Microsoft's award-winning Vision, Speech, Text, Decision, and GPT-4 AI capabilities.

With Practical Guide to Azure Cognitive Services, you'll work through industry-specific examples of implementations to get a head-start in your production journey. You'll begin with an overview of the categorization of Azure Cognitive Services and the benefits of embracing AI solutions for practical business applications. After that, you'll explore the benefits of using Azure Cognitive Services to optimize efficiency and improve predictive capabilities. Then, you'll learn how to leverage Vision capabilities for quality control, Form Recognizer to streamline supply chain nuances, language understanding to improve customer service, and Cognitive Search for next-generation knowledge-mining solutions.

By the end of this book, you'll be able to implement various Cognitive Services solutions that will help you enhance efficiency, reduce costs, and improve the customer experience at your organization. You'll also be well equipped to automate mundane tasks by reaping the full potential of OpenAI.

What you will learn

  • Master cost-effective deployment of Azure Cognitive Services
  • Develop proven solutions from an architecture and development standpoint
  • Understand how Cognitive Services are deployed and customized
  • Evaluate various uses of Cognitive Services with different mediums
  • Disseminate Azure costs for Cognitive Services workloads smoothly
  • Deploy next-generation Knowledge Mining solutions with Cognitive Search
  • Explore the current and future journey of OpenAI
  • Understand the value proposition of different AI projects

Who this book is for

This book is for data scientists, technology leaders, and software engineers looking to implement Azure Cognitive Services with the help of sample use cases derived from success stories. Experience with Python as well as an overall understanding of the Azure Portal with related services such as Azure Data Lake Storage and Azure Functions will help you make the most of this book.

商品描述(中文翻譯)

精簡您的複雜流程,並透過釋放 Microsoft Azure Cognitive Services 和 OpenAI 的潛力,優化您組織的運營效率、成本效益和客戶體驗。

購買印刷版或 Kindle 版書籍包括免費的 PDF 電子書。

主要特點

- 通過使用 AI 工具自動化日常活動,最小化成本並最大化運營。
- 使用真實案例構思解決方案,以改善製造過程中的 AI 應用。
- 精通 TCO(總擁有成本)和 ROI(投資回報率)分析,以實施 AI 解決方案、自動化運營,並構思創新的製造解決方案,並提供真實案例。

書籍描述

Azure Cognitive Services 和 OpenAI 是一組預建的人工智慧(AI)解決方案 API,可以從現有應用程序中利用,讓客戶能夠利用 Microsoft 獲獎的視覺、語音、文本、決策和 GPT-4 AI 能力。

在《Azure Cognitive Services 實用指南》中,您將通過行業特定的實施範例,為您的生產旅程打下基礎。您將首先了解 Azure Cognitive Services 的分類以及擁抱 AI 解決方案對實際商業應用的好處。接著,您將探索使用 Azure Cognitive Services 來優化效率和改善預測能力的好處。然後,您將學習如何利用視覺能力進行質量控制,使用 Form Recognizer 簡化供應鏈細節,利用語言理解改善客戶服務,以及使用 Cognitive Search 進行下一代知識挖掘解決方案。

在本書結束時,您將能夠實施各種 Cognitive Services 解決方案,幫助您提高效率、降低成本並改善組織的客戶體驗。您還將能夠充分利用 OpenAI,自動化日常任務。

您將學到的內容

- 精通 Azure Cognitive Services 的成本效益部署。
- 從架構和開發的角度開發經過驗證的解決方案。
- 理解 Cognitive Services 如何部署和自定義。
- 評估不同媒介下 Cognitive Services 的各種用途。
- 平滑地分配 Azure Cognitive Services 工作負載的成本。
- 使用 Cognitive Search 部署下一代知識挖掘解決方案。
- 探索 OpenAI 的當前和未來旅程。
- 理解不同 AI 項目的價值主張。

本書適合誰

本書適合數據科學家、技術領導者和軟體工程師,尋求通過成功案例衍生的範例用例來實施 Azure Cognitive Services。具備 Python 經驗以及對 Azure Portal 及相關服務(如 Azure Data Lake Storage 和 Azure Functions)的整體理解,將幫助您充分利用本書。

目錄大綱

1. How Azure AI Changed Ocean Smart
2. Why Azure Cognitive Services?
3. Architectural and Cost Optimization Considerations
4. Deriving Value from Knowledge Mining Solutions in Azure
5. Azure Cognitive Search Overview and Implementation
6. Exploring Further Azure Cognitive Services for Successful KM Solutions
7. Pulling It All Together for a Complete KM Solution
8. Decluttering Paperwork with Form Recognizer
9. Identifying Problems with Anomaly Detector
10. Streamlining the Quality Control Process with Custom Vision
11. Deploying a Content Moderator
12. Using Personalizer to Cater to Your Audience
13. Improving Customer Experience with Speech to Text
(N.B. Please use the Look Inside option to see further chapters)

目錄大綱(中文翻譯)

1. How Azure AI Changed Ocean Smart

2. Why Azure Cognitive Services?

3. Architectural and Cost Optimization Considerations

4. Deriving Value from Knowledge Mining Solutions in Azure

5. Azure Cognitive Search Overview and Implementation

6. Exploring Further Azure Cognitive Services for Successful KM Solutions

7. Pulling It All Together for a Complete KM Solution

8. Decluttering Paperwork with Form Recognizer

9. Identifying Problems with Anomaly Detector

10. Streamlining the Quality Control Process with Custom Vision

11. Deploying a Content Moderator

12. Using Personalizer to Cater to Your Audience

13. Improving Customer Experience with Speech to Text

(N.B. Please use the Look Inside option to see further chapters)

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