YoVDO

Operationalize AI responsibly with Azure AI Studio

Offered By: Microsoft via Microsoft Learn

Tags

Generative AI Courses Responsible AI Courses Content Moderation Courses Azure AI Studio Courses Prompt Injection Courses

Course Description

Overview

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  • Module 1: Learn how to choose and build a content moderation system in Azure AI Studio.

    By the end of this module, you're able to:

    • Configure filters and threshold levels to block harmful content.
    • Perform text and image moderation for harmful content.
    • Analyze and improve Precision, Recall, and F1 Score metrics.
    • Detect groundedness in a model’s output.
    • Identify and block AI-generated copyrighted content.
    • Mitigate direct and indirect prompt injections.
    • Output filter configurations to code.
  • Module 2: Learn how to choose and build a content moderation system with Azure AI Content Safety.

    By the end of this module, you're able to:

    • Perform text and image moderation for harmful content.
    • Detect groundedness in a models output.
    • Identify and block AI-generated copyrighted content.
    • Mitigate direct and indirect prompt injections.
  • Module 3: Learn how to measure and mitigate risks for a generative AI app leveraging responsible AI tools and features within Azure AI Studio.

    By the end of this module, you're able to:

    • Upload data and create an index
    • Set up a system message
    • Create and add a content filter
    • Execute a manual evaluation
    • Execute and analyze an AI-assisted evaluation

Syllabus

  • Module 1: Module 1: Moderate content and detect harm in Azure AI Studio with Content Safety
    • Introduction
    • Content Safety
    • Prepare
    • Harm categories and severity levels
    • Exercise – Text moderation
    • Exercise – Image moderation
    • Exercise – Groundedness detection
    • Exercise – Prompt shields
    • Exercise – Integrate with the Contoso Camping Store platform
    • Knowledge check
    • Summary
  • Module 2: Module 2: Moderate Content and Detect Harm with Azure AI Content Safety
    • Introduction
    • Azure AI Content Safety
    • Prepare
    • Harm categories and severity levels
    • Exercise - Text moderation
    • Exercise - Image moderation
    • Exercise - Groundedness detection
    • Exercise - Prompt shields
    • Exercise - Integrate with the Contoso Camping Store platform
    • Knowledge check
    • Summary
  • Module 3: Module 3: Measure and mitigate risks for a generative AI app in Azure AI Studio
    • Introduction
    • Prepare
    • Choose and deploy a model
    • Upload data and create an index
    • Create a system message
    • Create a content filter
    • Run a manual evaluation
    • Run and compare automated evaluations
    • Knowledge check
    • Summary

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