YoVDO

Build custom text analytics solutions

Offered By: Microsoft via Microsoft Learn

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Named Entity Recognition Courses Text Classification Courses Model Training Courses

Course Description

Overview

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  • Module 1: The Azure AI Language service enables processing of natural language to use in your own app. Learn how to build a custom text classification project.

    After completing this module, you'll be able to:

    • Understand types of classification projects
    • Build a custom text classification project
    • Tag data, train, and deploy a model
    • Submit classification tasks from your own app
  • Module 2: Custom named entity recognition

    After completing this module, you'll be able to:

    • Understand tagging entities in extraction projects
    • Understand how to build entity recognition projects

Syllabus

  • Module 1: Module 1: Create a custom text classification solution
    • Introduction
    • Understand types of classification projects
    • Understand how to build text classification projects
    • Exercise - Classify text
    • Knowledge check
    • Summary
  • Module 2: Module 2: Custom named entity recognition
    • Introduction
    • Understand custom named entity recognition
    • Label your data
    • Train and evaluate your model
    • Exercise - Extract custom entities
    • Knowledge check
    • Summary

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