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AI-3003: Develop natural language solutions in Azure
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Lesson 1: Build a natural language processing solution with Azure AI Services
Lesson 1: Build a natural language processing solution with Azure AI Services
Audio Lesson 1: Build a natural language processing solution with Azure AI Services
Podcast Lesson 1: Build a natural language processing solution with Azure AI Services
1.1.1 Introduction
1.1.2 Provision an Azure AI Language resource
1.1.3 Detect language
1.1.4 Extract key phrases
1.1.5 Analyze sentiment
1.1.6 Extract entities
1.1.7 Extract linked entities
1.1.8 Summary
Activity:Carousel/ Slideshow
Activity: Knowledge Check
1.2.1 Introduction
1.2.2 Understand question answering
1.2.3 Compare question answering to Azure AI Language understanding
1.2.4 Create a knowledge base
1.2.5 Implement multi-turn conversation
1.2.6 Test and publish a knowledge base
1.2.7 Use a knowledge base
1.2.8 Improve question answering performance
1.2.9 Summary
Activity:Accordion
Activity: Knowledge Check
1.3.1 Introduction
1.3.2 Understand prebuilt capabilities of the Azure AI Language service
1.3.3 Understand resources for building a conversational language understanding model
1.3.4 Define intents, utterances, and entities
1.3.5 Use patterns to differentiate similar utterances
1.3.6 Use pre-built entity components
1.3.7 Train, test, publish, and review a conversational language understanding model
1.3.8 Summary
Activity:Tab: Type 1
Activity: Knowledge Check
1.4.1 Introduction
1.4.2 Understand types of classification projects
1.4.3 Understand how to build text classification projects
1.4.4 Summary
Activity:pop up
Activity: Knowledge Check
1.5.1 Introduction
1.5.2 Understand custom named entity recognition
1.5.3 Label your data
1.5.4 Train and evaluate your model
1.5.5 Summary
Activity: Multiple choice with image
Activity: Knowledge Check
1.6.1 Introduction
1.6.2 Provision an Azure AI Translator resource
1.6.3 Understand language detection, translation, and transliteration
1.6.4 Specify translation options
1.6.5 Define custom translations
1.6.6 Summary
Activity:True/False
Activity: Knowledge Check
1.7.1 Introduction
1.7.2 Provision an Azure resource for speech
1.7.3 Use the Azure AI Speech to Text API
1.7.4 Use the text to speech API
1.7.5 Configure audio format and voices
1.7.6 Use Speech Synthesis Markup Language
1.7.7 Summary
Activity:Sequence
Activity: Knowledge Check
1.8.1 Introduction
1.8.2 Provision an Azure resource for speech translation
1.8.3 Translate speech to text
1.8.4 Synthesize translations
1.8.5 Summary
Activity:Drag-and-Drop
Activity: Knowledge Check
1.9.1 Introduction
1.9.2 Deploy a multimodal model
1.9.3 Develop an audio-based chat app
1.9.4 Summary
Activity:Multiple choice with image
Activity: Knowledge Check
Resources
AI-3003 Blueprint
AI-3003 Detailed Curriculum
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AI-3003: Develop natural language solutions in Azure
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Certificate
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