47
LESSONS
ALL
SKILL LEVEL
3:16 hr
DURATION
ENGLISH
AUDIO
ENG
SUBTITLES
OVERVIEW
This course goes through all of the skills required for the Microsoft Applied Skills: Build a natural language processing solution with Azure AI Language.
Microsoft Azure allows you to extract information from your text. Among other things, you can classify and summarize text, and ask it questions
In this 3 hour course we’ll cover the skills that you need for this Microsoft Applied Skills credential.
By the end of the course, you’ll be able to analyse your own text in the portal and using Python and C# and perhaps even take the official Microsoft assessment. That would look great on your CV or resume.
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WHO IS THE COURSE FOR?
This course is for you if you want use extract key phrases, linked or named entities, PII (personally identifiable information), classify text, including analyzing sentiment, answer questions and summarize text. This is especially for you if you are, or want to be, an Developer, AI Engineer or Solution Architect.
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LEARNING PATH
INSTALLING AN AZURE AI LANGUAGE RESOURCE, AND DETECTING LANGUAGE
- Create an Azure account and a Language resource.
- Use the Detecting Language capability.
- Installing Visual Studio Code.
- Detecting Language using Python and C#.
USING PREBUILT MODELS
- Understand questions and conversational language.
- Summarising conversations.
- Extracting Key Phrases.
- Named Entity Recognition (NER)
- Personally Identifiable Information (PII)
- Entity Linking
- Sentiment Analysis and Opinion Mining
USING CUSTOM TEXT CLASSIFICATION AND NER
- Uploading documents.
- Creating a new text classification project.
- Labelling Documents
- Creating a Training Job
- Deploying and Testing a Model.
- Using it with Python and C#.
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