Everyday AI Concepts

49mGeneral2024-11-05

Authors

Doug Rose

Teaching Fortune 500s and professionals how to lead change

Course details

From chatbots to predictive analytics, artificial intelligence is transforming the world of work. This course is designed to help you understand key AI concepts and discover how artificial intelligence can benefit your team, organization, products, and services. Instructor Doug Rose breaks down machine learning, predictive AI and generative AI, detailing what they can do and how you can get the most out of them. He also takes a look at legal and ethical issues: Who owns what the machine learned? Can you teach the system values? And more.

Learning objectives
Explain the difference between artificial intelligence and human intelligence.
Compare artificial neural networks and traditional machine learning.
Explain the difference between supervised and unsupervised learning.
Understand why it's crucial to create systems that align with human values.

Skills covered

Artificial Intelligence for BusinessBusiness Analysis and StrategyOne-Off

Concepts

0. Introduction

01 - What is artificial intelligence

1. Machine Learning

02 - A machine that learns by doing (and redoing)
03 - Scale up and learn from massive datasets

2. Predictive Artificial Intelligence

04 - Accurately predict what someone will do
05 - Create a data model of what you've learned
06 - Train the system on what you know
07 - Let the machine discover what you don't know
08 - Give the machine an incentive to be right

3. Generative Artificial Intelligence

09 - Build a system that generates something new
10 - Create a foundation model of everything
11 - Let the machine learn without you
12 - Learn to get the most from the system

4. Legal and Ethical Issues

13 - Who owns what the machine learned
14 - Can a machine make consequential decisions
15 - Can you teach the system values

Conclusion

16 - Next steps in AI concepts