Practical Guide to Azure Cognitive Services: Leverage the power of Azure OpenAI to optimize operations, reduce costs, and deliver cutting-edge AI solu

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.

簡化您的複雜流程，並通過發揮 Microsoft Azure Cognitive Services 和 OpenAI 的潛力來優化組織的運營效率、成本效益和客戶體驗。

購買印刷版或 Kindle 版本的書籍將包含一本免費的 PDF 電子書。

主要特點：

- 使用人工智能工具自動化乏味的活動，以降低成本並最大化運營效益。
- 通過實際的製造流程改進案例，構思使用人工智能的解決方案。
- 掌握實施人工智能解決方案、自動化運營和構思創新的製造解決方案的總體成本和投資回報分析。

書籍描述：

Azure Cognitive Services 和 OpenAI 是一組預先構建的人工智能解決方案 API，可以從現有應用程序中利用，讓客戶能夠利用 Microsoft 屢獲殊榮的視覺、語音、文本、決策和 GPT-4 人工智能能力。

通過《實用指南：Azure Cognitive Services》，您將通過行業特定的實施示例，為您的生產之旅提供一個快速起步。您將首先瞭解 Azure Cognitive Services 的分類以及擁抱實用商業應用的人工智能解決方案的好處。之後，您將探索使用 Azure Cognitive Services 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，使用表單識別器來簡化供應鏈細微差異，使用語言理解來改善客戶服務，以及使用認知搜索進行下一代知識挖掘解決方案。

通過閱讀本書，您將能夠實施各種認知服務解決方案，幫助您提高效率，降低成本，改善組織的客戶體驗。您還將能夠充分利用 OpenAI 的潛力，自動化乏味的任務。

您將學到什麼：

- 精通成本效益高的 Azure Cognitive Services 部署。
- 從架構和開發角度開發經過驗證的解決方案。
- 瞭解如何部署和自定義認知服務。
- 評估不同媒體中使用認知服務的各種用途。
- 順利分發認知服務工作負載的 Azure 成本。
- 使用認知搜索部署下一代知識挖掘解決方案。
- 探索 OpenAI 的現在和未來之旅。
- 瞭解不同人工智能項目的價值主張。

本書適合對象：

本書適合數據科學家、技術領導者和軟件工程師，他們希望通過成功案例中的示例用例來實施 Azure Cognitive Services。具備 Python 經驗以及對 Azure Portal 和相關服務（如 Azure Data Lake Storage 和 Azure Functions）的整體理解將有助於您充分利用本書的內容。

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)

1. Azure AI 如何改變 Ocean Smart
2. 為何選擇 Azure 認知服務？
3. 架構和成本優化考量
4. 在 Azure 中從知識採礦解決方案中獲得價值
5. Azure 認知搜尋概述和實施
6. 進一步探索 Azure 認知服務，打造成功的知識管理解決方案
7. 將所有元素整合成完整的知識管理解決方案
8. 使用表單識別器整理文件
9. 使用異常檢測器識別問題
10. 使用自訂視覺優化品質控制流程
11. 部署內容審查器
12. 使用個人化器迎合您的觀眾
13. 使用語音轉文字改善客戶體驗
（註：請使用「查看內容」選項查看更多章節）