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Microsoft Azure AI Fundamentals: Natural Language Processing
Microsoft via Microsoft Learn
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Overview
"Microsoft Azure AI Fundamentals: Natural Language Processing" is a beginner-friendly course that introduces the core concepts and practical applications of Natural Language Processing (NLP) using Microsoft Azure’s AI services. Designed for learners interested in AI, data science, or cloud computing, this course provides a solid foundation in understanding how machines interpret and generate human language. Participants will explore essential NLP tasks such as text classification, sentiment analysis, language translation, entity recognition, and speech processing. The course highlights how to leverage Azure...
Syllabus
- Module 1: Analyze text with the Language service
- Introduction
- Get started with text analysis
- Exercise - Analyze text
- Knowledge check
- Summary
- Module 2: Recognize and synthesize speech
- Introduction
- Get started with speech on Azure
- Exercise - Use the Speech service
- Knowledge check
- Summary
- Module 3: Translate text and speech
- Introduction
- Get started translation in Azure
- Exercise - Translate text and speech
- Knowledge check
- Summary
- Module 4: Create a language model with Conversational Language Understanding
- Introduction
- Getting started with Conversational Language Understanding
- Exercise - Create a Conversational Language Understanding application
- Knowledge check
- Summary
Instructor
Microsoft
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