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LinkedIn Learning

Safeguarding AI

via LinkedIn Learning

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Overview

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Make sure your organization is using artificial intelligence for good. Explore the ethical, legal, and strategic issues guiding the use of AI and machine learning.

Syllabus

Introduction
  • Overview of safeguarding AI
  • What you should know
1. Introduction to AI Applications
  • Uses and abuses of AI
  • Applications of AI
  • Technical requirements
  • Global ideas
  • Challenge: Self-driving cars
  • Solution: Thought experiment on uses
2. Types of Decisions
  • Image recognition
  • Marketing decisions
  • Pricing decisions
  • Control decisions
  • Challenge: Investigate local effects
  • Solution: Thought experiment on effects
3. Adversarial Processes
  • Adversarial patches
  • Security and privacy
  • Challenge: Find one adversarial method
  • Solution: Thought experiment on method
4. Policy and Law
  • Cutting edge policies
  • Groups overseeing use
  • Challenge: Find policy of one group
  • Solution: Thought experiment on groups
Conclusion
  • Actions you can take

Taught by

Martin Kemka

Reviews

4.5 rating at LinkedIn Learning based on 133 ratings

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