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

Technical requirements

As with previous chapters and deployments, there are some requirements you’ll need in order to build any example for your use. First is an Azure account with a minimum of contributor rights if you’re not an owner of the subscription to be able to deploy resources. To help reduce costs for development, oftentimes, developers can use Visual Studio Code. You can download it for Windows, Linux, or macOS platforms here: https://code.visualstudio.com/download. For the examples we will display later in the chapter, you will need several extensions in Visual Studio Code, which can be downloaded directly within the tool. These extensions are as follows:

  • Python as an extension:
    • You’ll also need to install the Python tools on your workstation, found here: https://www.python.org/downloads/
    • Speech SDK for Python (https://pypi.org/project/azure-cognitiveservices-speech/)
  • Azure account
  • Azure Functions
  • Azure CLI Tools (not required, but...