9781801810609_

Soup up your busy processes with tried and tested state of the art AI services from Microsoft Azure Cognitive Services that will drive efficiencies, reduce costs and improve the customer experience for your organization.

Key Features

Building a chat bot in an Azure enabled website.
Understand Language Understanding and Natural Language Processing with Cognitive Services
Using the LUIS service for the chat bot for natural language processing

Book Description

Azure Cognitive Services is a set of pre-built AI solution APIs that can be deployed within applications allowing customers to take advantage of Microsofts award-winning Vision, Speech, Text, and Decision-Making AI capabilities.

Developers working with Azure Cognitive Services will be able to get to grips with this practical guide and deploy AI solutions. The book provides industry specific examples of implementations to get you to production in no time. Youll begin with an overview of how the Azure Cognitive Services that are categorized and benefits of embracing AI solutions for practical business applications. Next, dive into Ocean Smart, a technically advanced Seafood Distributor, that has adopted all of the benefits the Azure Platform has to offer by using Cognitive Services to attain operational efficiencies and predictive capabilities. Later, youll learn how they implemented the Vision capabilities for Quality Control, Forms Recognizer to streamline supply chain blockers. Language Understanding for improving their customer service, Cognitive Search for a next generation knowledge mining solution and more.

By the end of this book you will be able to implement various Cognitive Services solutions that will help you to drive efficiencies, reduce costs and improve the customer experience at your organization.

What you will learn

Learn how to be cost conscious when deploying Azure Cognitive Services
Provide proven solutions from an architecture and development standpoint
Gain understanding of how Azure Cognitive services are deployed and can be customized
Understand various implementations of Cognitive Services with various mediums.
How to disseminate Azure costs for Cognitive Services workloads
Deploy next-generation Knowledge Mining solutions with Azure Cognitive Search
Implementing the Anomaly Detector service to use Anomaly Detector algorithms with your data.

Who This Book Is For

The audience for this book are Data Scientists and Software Engineers looking to implement Azure Cognitive Services with sample use cases derived from success stories. Experience with Python will be required as well as an overall understanding of the Azure Portal with related services such as Azure Data Lake Storage and Azure Key Vault is needed to get the best from this book.

How Azure AI Changed Ocean Smart
Why Azure Cognitive Services
Considering Architecture and Cost Optimization
Deriving Value from Knowledge Mining Solutions in Azure
Azure Cognitive Search Overview and Implementation
Exploring Further Azure Cognitive Services for Successful KM Solutions
Pulling it all together for a complete KM solution
Decluttering Paperwork with Forms Recognizer
Identifying Problems with Anomaly Detector
Streamlining the Quality Control Process with Custom Vision
Deploying Content Moderator
Using Personalizer to Cater to Your Customer
Improving Customer Experience with Speech to Text
Using Language Services in Chat Bots and Beyond
Surveying Our Progress

...(*_*)9781801810609_

Streamline your complex processes and optimize your organizations 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 Microsofts award-winning Vision, Speech, Text, Decision, and GPT-4 AI capabilities. With Practical Guide to Azure Cognitive Services, youll work through industry-specific examples of implementations to get a head-start in your production journey. Youll begin with an overview of the categorization of Azure Cognitive Services and the benefits of embracing AI solutions for practical business applications. After that, youll explore the benefits of using Azure Cognitive Services to optimize efficiency and improve predictive capabilities. Then, youll 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, youll be able to implement various Cognitive Services solutions that will help you enhance efficiency, reduce costs, and improve the customer experience at your organization. Youll 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.

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Key Features

Book Description

What you will learn

Who This Book Is For

Table of Contents

Key Features

Book Description

What you will learn

Who this book is for

Practical Guide to Azure Cognitive Services

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