Vanderbilt University - Trustworthy Generative AI
- Offered byCoursera
Trustworthy Generative AI at Coursera Overview
Trustworthy Generative AI
at Coursera
Duration | 8 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
Trustworthy Generative AI at Coursera Highlights
Trustworthy Generative AI
at Coursera
- Earn a certificate of completion
- Add to your LinkedIn profile
- 2 assignments
Trustworthy Generative AI at Coursera Course details
Trustworthy Generative AI
at Coursera
What are the course deliverables?
- What you'll learn
- What problems actually make sense to solve with Generative AI
- How to frame problems and prompt engineer to produce more trustworthy results from Generative AI
More about this course
- We see lots of news reports of Generative AI tools, such as ChatGPT, making mistakes and producing inaccurate information. Many of these mistakes happen because humans use the tools in the wrong way - trying to solve unsuitable problems and not thinking about risk. Hallucination isn't a bug, it's a feature when you approach problems correctly. This course teaches techniques for determining if a problem fits Generative AI's capabilities, framing problems to reduce risk, prompt engineering for trust, and appropriate human engagement in the process. Students learn concrete prompt designs, how to check outputs, how to use Generative AI for ideation and creation, ways to augment human skills, and more ethical, beneficial applications.
- The course will show how you can:
- - Leverage prompt engineering techniques to generate more reliable outputs
- - Master methods to verify and validate outputs
- - Frame problems in alternative ways to reduce risk
- - Apply generative AI for creative ideation
- - Use Generative AI in ways that augment rather than replace human reasoning and creativity
Trustworthy Generative AI at Coursera Curriculum
Trustworthy Generative AI
at Coursera
Trustworthy Generative AI
Introduction
Generative AI is Not a Source of Facts
Make Sure Checking if the Answer is Correct is Easy
Avoid Hard to Check Answers
Look for Problems Where Partial Answers Provide Value
Think About Risk
Does the Use Benefit You as a Human?
ACHIEVE
Filtering
Ideation
Navigation
Expertise
The ACHIEVE Framework
Prompt Patterns for Filtering & Citation
Ideation and Creativity
Prompt Patterns for Navigation
Appropriate Problems & ACHIEVE
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Trustworthy Generative AI at Coursera Admission Process
Trustworthy Generative AI
at Coursera
Important Dates
May 25, 2024
Course Commencement Date
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3 months
Beginner
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Trustworthy Generative AI
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