YoVDO

Safeguarding AI

Offered By: LinkedIn Learning

Tags

Artificial Intelligence Courses Machine Learning Courses Image Recognition Courses AI Ethics Courses Self-Driving Cars Courses

Course Description

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

Taught by

Martin Kemka

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