Book Image

Practical Guide to Azure Cognitive Services

By : Chris Seferlis, Christopher Nellis, Andy Roberts
Book Image

Practical Guide to Azure Cognitive Services

By: Chris Seferlis, Christopher Nellis, Andy Roberts

Overview of this book

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.
Table of Contents (22 chapters)
1
Part 1: Ocean Smart – an AI Success Story
5
Part 2: Deploying Next-Generation Knowledge Mining Solutions with Azure Cognitive Search
10
Part 3: Other Cognitive Services That Will Help Your Company Optimize Operations

Part 3: Other Cognitive Services That Will Help Your Company Optimize Operations

In this part, we will cover some of the most popular Cognitive Services that can help you understand, justify, and build solutions to help your organizations observe the streamlined operations that AI solutions can offer.

This section has the following chapters:

  • Chapter 8, Decluttering Paperwork with Form Recognizer
  • Chapter 9, Identifying Problems with Anomaly Detector
  • Chapter 10, Streamlining the Quality Control Process with Custom Vision
  • Chapter 11, Deploying a Content Moderator
  • Chapter 12, Using Personalizer to Cater to Your Audience
  • Chapter 13, Improving Customer Experience with Speech to Text
  • Chapter 14, Using Language Services in Chat Bots and Beyond
  • Chapter 15, Surveying Our Progress
  • Chapter 16, Appendix – Azure OpenAI Overview