Build custom text analytics solutions

Offered By: Microsoft via Microsoft Learn

Tags

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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