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AI-3003 Build a natural language processing solution with Azure AI Services

$295 - $695

Upgrade your tech skills with this , , training course. Launch your career to the stars with AstraTech IT Certification Training!

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    • Artificial Intelligence (AI)
    • Microsoft Azure
    • Microsoft Technical

    Course Highlights
    ILT DURATION: 1 Day(s)
    SKILL LEVEL: 
    • Intermediate
    BRAND/TECHNOLOGY: 
    TOPICS: 

    AI-3003 Build a natural language processing solution with Azure AI Services Course Outline

    Natural language processing (NLP) solutions use language models to interpret the semantic meaning of written or spoken language. You can use the Language Understanding service to build language models for your applications.

    0
    • Familiarity with Azure and the Azure portal.
    • Experience programming with C# or Python.
    0

    1 – Analyze text with Azure AI Language

    • Provision an Azure AI Language resource
    • Detect language
    • Extract key phrases
    • Analyze sentiment
    • Extract entities
    • Extract linked entities

    2 – Build a question answering solution

    • Understand question answering
    • Compare question answering to Azure AI Language understanding
    • Create a knowledge base
    • Implement multi-turn conversation
    • Test and publish a knowledge base
    • Use a knowledge base
    • Improve question answering performance

    3 – Build a conversational language understanding model

    • Understand prebuilt capabilities of the Azure AI Language service
    • Understand resources for building a conversational language understanding model
    • Define intents, utterances, and entities
    • Use patterns to differentiate similar utterances
    • Use pre-built entity components
    • Train, test, publish, and review a conversational language understanding model

    4 – Create a custom text classification solution

    • Understand types of classification projects
    • Understand how to build text classification projects

    5 – Create a custom named entity extraction solution

    • Understand custom named entity recognition
    • Label your data
    • Train and evaluate your model

    6 – Translate text with Azure AI Translator service

    • Provision an Azure AI Translator resource
    • Understand language detection, translation, and transliteration
    • Specify translation options
    • Define custom translations

    7 – Create speech-enabled apps with Azure AI services

    • Provision an Azure resource for speech
    • Use the Azure AI Speech to Text API
    • Use the text to speech API
    • Configure audio format and voices
    • Use Speech Synthesis Markup Language

    8 – Translate speech with the Azure AI Speech service

    • Provision an Azure resource for speech translation
    • Translate speech to text
    • Synthesize translations

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    Contact Info

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    Phone number
    (813) 425-3300

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    AstraTech was established out of a passion for education and the core belief that knowledge is the ultimate super power. Our mission is to revolutionalize the IT education industry with our wide range of innovative & cost-effective IT certification training courses.