Back to Generative AI: Fundamentals, Applications, and Challenges
University of Michigan

Generative AI: Fundamentals, Applications, and Challenges

The rapidly evolving landscape of generative artificial intelligence (AI) means that both novice and skilled users alike should be aware of the proper applications and challenges of these powerful tools. In “Generative AI: Fundamentals, Applications, and Challenges,” you’ll discuss the potential benefits, uses, and challenges of a variety of applications for generative AI. Explore the impact these tools could have on business, operations, consumers, society, and the environment. Aspects of the course also dive into the general risks associated with this technology, including issues such as copyright infringement, outdated data, malicious attack surfaces, bias, and more. Throughout this course, you'll gain a strong baseline of knowledge for generative AI, one that will allow you to explore further considerations about its impact on businesses and society.

Status: Social Impact
Status: Data Ethics
BeginnerCourse3 hours

Featured reviews

ZM

5.0Reviewed Aug 9, 2025

Very well prepared and comprehensive coverage on responsible GenAI! Important for every leader and manager in every forward-thinking organization.

S

5.0Reviewed Aug 2, 2025

Excellent and knowledgeful course to start with Gen AI

MM

4.0Reviewed Nov 22, 2024

The instructor was great, it is a very approachable introduction to the topic.

DH

5.0Reviewed Jul 20, 2024

Great introductory course on the subject. Good overview of topics and terms and gives the user a comprehensive overview of the current state of AI.

SA

4.0Reviewed Oct 17, 2025

Overall, it's a well-structured and practical learning experience

PM

5.0Reviewed Oct 1, 2025

I thought this was very interesting, engaging and educational. It was what I was hoping for!

BD

5.0Reviewed Sep 9, 2025

I found this course to be very informative. I liked the presentation and the knowledge checks help to reinforce the learning. I recommend.

AL

4.0Reviewed Jul 19, 2024

Excellent course on generative AI. However I hope to see more practical exercises in playing with free generative AI tools.

RH

4.0Reviewed May 7, 2025

Very easy to follow and understand. Give you the basic information so you can understand how Gen AI works.

All reviews

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