Module 2 of 2 in High-Level AI with Azure AI Services

Azure Content Safety

Nov 15 2024, Python 3.12, Microsoft Azure, JupyterLabs
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This module explores Azure’s Content Safety service for classifying and moderating AI-generated and user-contributed content. Students will learn about the ethical challenges of content moderation in AI apps and how to implement Azure’s solutions. By Yogesh Choudhary.

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EXPERIENCE
Intermediate level
EST TIME TO COMPLETE
1 hr, 55 mins
CONTENT
4 lessons
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Module outcomes

  • Analyze the ethical implications and challenges of content moderation in AI apps.
  • Implement Azure Content Safety services for text and image moderation in an AI app.
  • Evaluate the effectiveness and limitations of automated content moderation systems in various scenarios.

Covered concepts

  • AI Ethics & Safety
  • Azure Content Safety
  • AI Content Moderation

Module content

1
Introduction to Azure Content Safety Lesson (15 mins)

Explore Azure Content Safety’s feature and capabilities as an automated content moderator for AI apps. Also, learn about the ethical considerations essential for such moderators.

 Start
Introduction • Start Reading · 2 mins
Why Content Moderation Reading · 3 mins
Understanding Azure Safety Content Reading · 8 mins
Conclusion Reading · 2 mins
Quiz: Introduction to Azure Content Safety 6 questions
2
Text Moderation With Azure Content Safety Lesson (45 mins)

Learn how to implement and optimize text moderation in your app using Azure Content Safety API.

 Start
Introduction • Start Reading · 1 min
Understanding Text Moderation Using Azure Content Safety Reading · 5 mins
Exploring Text Moderation in Content Safety Studio Video · 14 mins
Understanding Azure Content Safety Text Moderation API Reading · 13 mins
Implementing Text Moderation Using Azure Content Safety API Video · 11 mins
Conclusion Reading · 2 mins
Quiz: Text Moderation with Azure Content Safety 6 questions
3
Image Moderation Using Azure Content Safety Lesson (30 mins)

Learn how to implement and optimize image moderation in your app using Azure Safety API.

 Start
Introduction • Start Reading · 1 min
Understanding Image Moderation Using Azure Content Safety Reading · 5 mins
Exploring Image Moderation in Content Safety Studio Video · 8 mins
Understanding Image Moderation API Reading · 7 mins
Implementing Image Moderation Using Azure Content Safety API Video · 9 mins
Conclusion Reading · 1 min
Quiz: Image Moderation Using Azure Content Safety 6 questions
4
Advanced Content Moderation Strategies Lesson (26 mins)

Learn how to implement a multi-model content moderation system that can analyze both texts and images, and enhance its reliability by incorporating human-in-the-loop processes for handling edge cases and appeals.

 Start
Introduction • Start Reading · 1 min
Understanding Multi-Modal Content Moderation Reading · 3 mins
Implement Multi-Modal Content Moderation Video · 11 mins
Realtime Limitations of Azure Content Safety Reading · 4 mins
Implementing Humans-in-the-loops Strategies Video · 6 mins
Conclusion Reading · 1 min
Quiz: Advanced Content Moderation Techniques 6 questions