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Practical Guide to Azure Cognitive Services

Practical Guide to Azure Cognitive Services

By : Chris Seferlis , Christopher Nellis, Andy Roberts
4.9 (12)
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Practical Guide to Azure Cognitive Services

Practical Guide to Azure Cognitive Services

4.9 (12)
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)
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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

Appendix – Azure OpenAI Overview

The timing of the publication of this book couldn’t be more pivotal, as we are seeing first-hand the impact AI is having across the globe with the release of ChatGPT by OpenAI LP, a for-profit subsidiary of the non-profit OpenAI. OpenAI is a research organization founded in 2015, with the goal of promoting and developing friendly AI that benefits humanity. OpenAI has become one of the leading organizations in the field of AI, with a focus on advancing the state of AI research and deployment. The organization is made up of a team of leading AI researchers and engineers and is dedicated to advancing AI research and deployment.

One of OpenAI’s most notable contributions to the field of AI is its work on large language models (LLMs). A language model is a type of machine learning model that is trained on large amounts of text data. The success of these models has been attributed to their ability to capture patterns in training data...

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