Gain foundational knowledge of the text analytics API to understand the Microsoft Cognitive Services suite.Microsoft Cognitive Services APIs allow developers to leverage the power of artificial intelligence to create apps that can more effectively understand and interpret the needs of users. Even the simplest of business applications can have a global reach, requiring developers to consider the culture and languages across regions.This course focuses on how to implement Cognitive Services in your business or organization for day-to-day operations based on language-related services. In this course, you'll learn how to understand, configure, utilize, and work with text analysis, translator text, content moderation, Bing spell check and the Language Understanding Intelligence Service (LUIS). You'll learn the type of data that these APIs analyze, what scenarios they are best suited for, and how to leverage them in your code. You will be able to detect language, key phrases, entities, and sentiment and translate between languages in real-time. You'll delve into the exciting Language Understanding Intelligence Service (LUIS), which allows apps to accept a user's input in natural language.By the end of this course, you'll gain foundational knowledge of the text analytics API that will help you take your overall understanding of the Microsoft Cognitive Services suite to the next level.The code bundle for this course is available at About the Authors
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James Millar is a freelance software developer working on web, mobile, and end-user desktop applications across all platforms. He is an experienced full-stack .NET contractor with extensive experience of both Amazon web services and Microsoft's Azure cloud platform. He has experience with the full .NET stack, having worked on web, desktop, and mobile projects; with high-throughput IoT applications; and with building applications and services that perform at scale
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Different dates availableEnrolment now open
About this course
Identify language, intent, entities, and key phrases in the text to process the user's input and perform sentiment analysis
Detect language and translate text across more than 60 languages to provide real-time translation in your application
Identify profane content in text, images, and videos to fix common textual mistakes automatically
Use machine learning to check spelling and grammar while dealing with slang words and common expressions
Create an application that can respond to natural language instructions
Create a LUIS application in the LUIS portal and deploy it with the prediction endpoint
Create an application that can respond to natural language instructions
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2021
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Subjects
Web
Course programme
Introducing Azure Cognitive Services
6 lectures23:17The Course Overview This video will give you an overview about the course.What Are Azure Cognitive Services? In this video, we will get an introduction to Azure Cognitive Services.
• Create a new Azure subscription
• Create a Cognitive Services account
• Create individual Cognitive Services resourcesCreating a Cognitive Services Account In this video, we will learn how to create resources in the Azure portal.
• Create an Azure subscription
• Find Cognitive Service resources in the Azure portal
• Create a Text Analytics resource in the Azure portalLanguage and Regional Support In this video, we will understand what languages and features are supported in different regions.
• Know what services are available in what region
• Identify languages available for each API
• Use web links to be able to find more informationAuthenticating Requests to Azure Cognitive Services In this video, we will be learn how to authenticate against Azure Cognitive Services.
• Authenticate with a service key
• Exchange a service key for a token
• Authenticate with a tokenOur Application Scenario In this video, we will introduce the scenario we use throughout the course.
• Add the required NuGet package
• Create the authentication helper class
• Write a code to create new Text Analytics clientIntroducing Azure Cognitive Services - Quiz
Introducing Azure Cognitive Services
6 lectures23:17The Course Overview This video will give you an overview about the course.What Are Azure Cognitive Services? In this video, we will get an introduction to Azure Cognitive Services.
• Create a new Azure subscription
• Create a Cognitive Services account
• Create individual Cognitive Services resourcesCreating a Cognitive Services Account In this video, we will learn how to create resources in the Azure portal.
• Create an Azure subscription
• Find Cognitive Service resources in the Azure portal
• Create a Text Analytics resource in the Azure portalLanguage and Regional Support In this video, we will understand what languages and features are supported in different regions.
• Know what services are available in what region
• Identify languages available for each API
• Use web links to be able to find more informationAuthenticating Requests to Azure Cognitive Services In this video, we will be learn how to authenticate against Azure Cognitive Services.
• Authenticate with a service key
• Exchange a service key for a token
• Authenticate with a tokenOur Application Scenario In this video, we will introduce the scenario we use throughout the course.
• Add the required NuGet package
• Create the authentication helper class
• Write a code to create new Text Analytics clientIntroducing Azure Cognitive Services - QuizThe Course Overview This video will give you an overview about the course.
The Course Overview This video will give you an overview about the course.
The Course Overview This video will give you an overview about the course.
The Course Overview This video will give you an overview about the course.
This video will give you an overview about the course.
This video will give you an overview about the course.
What Are Azure Cognitive Services? In this video, we will get an introduction to Azure Cognitive Services.
• Create a new Azure subscription
• Create a Cognitive Services account
• Create individual Cognitive Services resources
What Are Azure Cognitive Services? In this video, we will get an introduction to Azure Cognitive Services.
• Create a new Azure subscription
• Create a Cognitive Services account
• Create individual Cognitive Services resources
What Are Azure Cognitive Services? In this video, we will get an introduction to Azure Cognitive Services.
• Create a new Azure subscription
• Create a Cognitive Services account
• Create individual Cognitive Services resources
What Are Azure Cognitive Services? In this video, we will get an introduction to Azure Cognitive Services.
• Create a new Azure subscription
• Create a Cognitive Services account
• Create individual Cognitive Services resources
In this video, we will get an introduction to Azure Cognitive Services.
• Create a new Azure subscription
• Create a Cognitive Services account
• Create individual Cognitive Services resources
In this video, we will get an introduction to Azure Cognitive Services.
• Create a new Azure subscription
• Create a Cognitive Services account
• Create individual Cognitive Services resources
Creating a Cognitive Services Account In this video, we will learn how to create resources in the Azure portal.
• Create an Azure subscription
• Find Cognitive Service resources in the Azure portal
• Create a Text Analytics resource in the Azure portal
Creating a Cognitive Services Account In this video, we will learn how to create resources in the Azure portal.
• Create an Azure subscription
• Find Cognitive Service resources in the Azure portal
• Create a Text Analytics resource in the Azure portal
Creating a Cognitive Services Account In this video, we will learn how to create resources in the Azure portal.
• Create an Azure subscription
• Find Cognitive Service resources in the Azure portal
• Create a Text Analytics resource in the Azure portal
Creating a Cognitive Services Account In this video, we will learn how to create resources in the Azure portal.
• Create an Azure subscription
• Find Cognitive Service resources in the Azure portal
• Create a Text Analytics resource in the Azure portal
In this video, we will learn how to create resources in the Azure portal.
• Create an Azure subscription
• Find Cognitive Service resources in the Azure portal
• Create a Text Analytics resource in the Azure portal
In this video, we will learn how to create resources in the Azure portal.
• Create an Azure subscription
• Find Cognitive Service resources in the Azure portal
• Create a Text Analytics resource in the Azure portal
Language and Regional Support In this video, we will understand what languages and features are supported in different regions.
• Know what services are available in what region
• Identify languages available for each API
• Use web links to be able to find more information
Language and Regional Support In this video, we will understand what languages and features are supported in different regions.
• Know what services are available in what region
• Identify languages available for each API
• Use web links to be able to find more information
Language and Regional Support In this video, we will understand what languages and features are supported in different regions.
• Know what services are available in what region
• Identify languages available for each API
• Use web links to be able to find more information
Language and Regional Support In this video, we will understand what languages and features are supported in different regions.
• Know what services are available in what region
• Identify languages available for each API
• Use web links to be able to find more information
In this video, we will understand what languages and features are supported in different regions.
• Know what services are available in what region
• Identify languages available for each API
• Use web links to be able to find more information
In this video, we will understand what languages and features are supported in different regions.
• Know what services are available in what region
• Identify languages available for each API
• Use web links to be able to find more information
Authenticating Requests to Azure Cognitive Services In this video, we will be learn how to authenticate against Azure Cognitive Services.
• Authenticate with a service key
• Exchange a service key for a token
• Authenticate with a token
Authenticating Requests to Azure Cognitive Services In this video, we will be learn how to authenticate against Azure Cognitive Services.
• Authenticate with a service key
• Exchange a service key for a token
• Authenticate with a token
Authenticating Requests to Azure Cognitive Services In this video, we will be learn how to authenticate against Azure Cognitive Services.
• Authenticate with a service key
• Exchange a service key for a token
• Authenticate with a token
Authenticating Requests to Azure Cognitive Services In this video, we will be learn how to authenticate against Azure Cognitive Services.
• Authenticate with a service key
• Exchange a service key for a token
• Authenticate with a token
In this video, we will be learn how to authenticate against Azure Cognitive Services.
• Authenticate with a service key
• Exchange a service key for a token
• Authenticate with a token
In this video, we will be learn how to authenticate against Azure Cognitive Services.
• Authenticate with a service key
• Exchange a service key for a token
• Authenticate with a token
Our Application Scenario In this video, we will introduce the scenario we use throughout the course.
• Add the required NuGet package
• Create the authentication helper class
• Write a code to create new Text Analytics client
Our Application Scenario In this video, we will introduce the scenario we use throughout the course.
• Add the required NuGet package
• Create the authentication helper class
• Write a code to create new Text Analytics client
Our Application Scenario In this video, we will introduce the scenario we use throughout the course.
• Add the required NuGet package
• Create the authentication helper class
• Write a code to create new Text Analytics client
Our Application Scenario In this video, we will introduce the scenario we use throughout the course.
• Add the required NuGet package
• Create the authentication helper class
• Write a code to create new Text Analytics client
In this video, we will introduce the scenario we use throughout the course.
• Add the required NuGet package
• Create the authentication helper class
• Write a code to create new Text Analytics client
In this video, we will introduce the scenario we use throughout the course.
• Add the required NuGet package
• Create the authentication helper class
• Write a code to create new Text Analytics client
Introducing Azure Cognitive Services - QuizIntroducing Azure Cognitive Services - QuizIntroducing Azure Cognitive Services - QuizIntroducing Azure Cognitive Services - Quiz
Understanding Azure Text Analytics
5 lectures21:53The Four Key Aspects of Azure Text Analytics In this video, we will get an introduction to the four key aspects of Text Analytics.
• Get an overview of sentiment and key phrase analysis
• Get an overview of language detection
• Get an overview of entity identificationSentiment Aspect Requests In this video, we will learn how to create sentiment requests.
• Create a client instance and an input collection
• Issue the request to the text analytics service
• Retrieve and process sentiment resultsKey Phrase Aspect Requests In this video, we will learn how to create key phrase requests.
• Create a client instance and an input collection
• Issue the request to the text analytics service
• Retrieve and process sentiment resultsLanguage Detection Requests In this video, we will learn how to create language detection requests.
• Create a client instance and an input collection
• Issue the request to the text analytics service
• Retrieve and process sentiment resultsEntity Identification Requests In this video, we will learn how to create entity identification requests.
• Create a client instance and an input collection
• Issue the request to the text analytics service
• Retrieve and process sentiment resultsUnderstanding Azure Text Analytics - Quiz
Understanding Azure Text Analytics.
5 lectures21:53The Four Key Aspects of Azure Text Analytics In this video, we will get an introduction to the four key aspects of Text Analytics.
• Get an overview of sentiment and key phrase analysis
• Get an overview of language detection
• Get an overview of entity identificationSentiment Aspect Requests In this video, we will learn how to create sentiment requests.
• Create a client instance and an input collection
• Issue the request to the text analytics service
• Retrieve and process sentiment resultsKey Phrase Aspect Requests In this video, we will learn how to create key phrase requests of Translator Text.
• Create a new resource in the Azure portal
• Copy the authentication key
Detecting Language and Translating Text...
Additional information
No prior experience with Cognitive Services or Azure is required as we cover the basics
