Safeguarding AI

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Free Online Course: Safeguarding AI provided by LinkedIn Learning is a comprehensive online course, which lasts for Less than 1 hour of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Safeguarding AI is taught by Martin Kemka.

Overview
  • 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