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LinkedIn Learning

Everyday AI Concepts

via LinkedIn Learning

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Overview

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Learn key artificial intelligence concepts and discover how AI can benefit your team, organization, products, and services.

Syllabus

Introduction
  • What is artificial intelligence?
1. Machine Learning
  • A machine that learns by doing (and redoing)
  • Scale up and learn from massive datasets
2. Predictive Artificial Intelligence
  • Accurately predict what someone will do
  • Create a data model of what you've learned
  • Train the system on what you know
  • Let the machine discover what you don't know
  • Give the machine an incentive to be right
3. Generative Artificial Intelligence
  • Build a system that generates something new
  • Create a foundation model of everything
  • Let the machine learn without you
  • Learn to get the most from the system
4. Legal and Ethical Issues
  • Who owns what the machine learned?
  • Can a machine make consequential decisions?
  • Can you teach the system values?
Conclusion
  • Next steps in AI concepts

Taught by

Doug Rose

Reviews

4.7 rating at LinkedIn Learning based on 8799 ratings

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