Everyday AI Concepts

سرفصل های دوره

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.

01 - Introduction

01 - What is artificial intelligence

02 - 1. Machine Learning

01 - A machine that learns by doing (and redoing)

02 - Scale up and learn from massive datasets

03 - 2. Predictive Artificial Intelligence

01 - Accurately predict what someone will do

02 - Create a data model of what youve learned

03 - Train the system on what you know

04 - Let the machine discover what you dont know

05 - Give the machine an incentive to be right

04 - 3. Generative Artificial Intelligence

01 - Build a system that generates something new

02 - Create a foundation model of everything

03 - Let the machine learn without you

04 - Learn to get the most from the system

05 - 4. Legal and Ethical Issues

01 - Who owns what the machine learned

02 - Can a machine make consequential decisions

03 - Can you teach the system values

06 - Conclusion

01 - Next steps in AI concepts

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تولید کننده: LinkedIn Learning (Lynda)