Generative AI Essentials: Overview and Impact
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Generative AI Essentials: Overview and Impact
This course is part of AI Literacy for Everyone Specialization
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What you'll learn
Learn how generative AI works
Explore the benefits and drawbacks of generative AI
Learn how generative AI can integrate into our daily lives
Skills you'll gain
Tools you'll learn
Details to know
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
There are 4 modules in this course
With the rise of generative artificial intelligence, there has been a growing demand to explore how to use these powerful tools not only in our work but also in our day-to-day lives. Generative AI Essentials: Overview and Impact introduces learners to large language models and generative AI tools, like ChatGPT. In this course, you’ll explore generative AI essentials, how to ethically use artificial intelligence, its implications for authorship, and what regulations for generative AI could look like. This course brings together University of Michigan experts on communication technology, the economy, artificial intelligence, natural language processing, architecture, and law to discuss the impacts of generative AI on our current society and its implications for the future.
This course is licensed CC BY-SA 4.0 with the exclusion of the course image.
In this module, you will get oriented to the course, explore the foundations of generative artificial intelligence (GenAI), and discover how it enables machines to create new content such as text, images, and designs. You’ll learn from leading experts who explain how AI systems, such as ChatGPT and large language models, work, and examine how these technologies are shaping fields ranging from architecture to everyday communication. By the end of the module, you’ll have both a conceptual understanding of GenAI and hands-on experience using generative tools to see their potential in action.
What's included
3 videos8 readings1 assignment2 discussion prompts
3 videos•Total 12 minutes
- What is AI? What is ChatGPT?•2 minutes
- What is GenAI? What are Large Language Models (LLMs)?•5 minutes
- GenAI in Art and Architecture•5 minutes
8 readings•Total 22 minutes
- Welcome to Generative AI Essentials: Overview and Impact! •1 minute
- Ground Rules for Engagement•1 minute
- Meet the Contributors•3 minutes
- Pre-Course Survey•5 minutes
- What is AI and ChatGPT?•1 minute
- ⭐️ Practice Using GenAI •5 minutes
- Introduction to GenAI APIs •1 minute
- Where to Learn More•5 minutes
1 assignment•Total 3 minutes
- Quiz 1 •3 minutes
2 discussion prompts•Total 7 minutes
- Meet Your Fellow Learners•2 minutes
- Sharing Examples of GenAI•5 minutes
In this module, you will examine how humans engage with GenAI systems and explore the implications of AI’s increasingly humanlike output. You’ll hear from experts who discuss the accuracy, tone, and reasoning behind AI-generated responses, as well as strategies for writing effective prompts to interact with these systems responsibly.
What's included
4 videos4 readings1 assignment1 discussion prompt
4 videos•Total 18 minutes
- GenAI’s Perceived Accuracy•4 minutes
- Implications of ChatGPT's Humanlike Output•7 minutes
- Humanlike Output & Logical Reasoning•3 minutes
- Writing Good Prompts for ChatGPT•5 minutes
4 readings•Total 18 minutes
- GenAI’s Humanlike Output•1 minute
- Pros & Cons of ChatGPT's Humanlike Response•2 minutes
- ⭐️ Practice Optimizing Prompts•10 minutes
- Where to Learn More•5 minutes
1 assignment•Total 3 minutes
- Quiz 2 •3 minutes
1 discussion prompt•Total 3 minutes
- Considering GenAI’s Humanlike Output•3 minutes
In this module, you will examine the ethical, societal, and legal implications of GenAI. You’ll learn from experts about issues such as plagiarism, authorship, bias, discrimination, privacy, hallucinations, and deepfakes. The module also addresses questions of ownership and monetization of AI-generated content, as well as strategies for identifying flaws and mitigating ethical risks associated with it. By the end of the module, you will be able to critically evaluate GenAI outputs, understand the limitations of current AI systems, and consider responsible practices for using GenAI in professional and personal contexts.
What's included
8 videos6 readings1 assignment1 discussion prompt
8 videos•Total 40 minutes
- Setting the Scene: Ethics in GenAI•4 minutes
- Plagiarism & Attribution•7 minutes
- Output Ownership & Monetization•5 minutes
- Bias in GenAI Training Data•6 minutes
- Representation in GenAI Training Data•5 minutes
- Bias & Discrimination in GenAI Output•4 minutes
- Data Privacy•5 minutes
- Hallucinations•4 minutes
6 readings•Total 17 minutes
- Ethical & Legal Implications of Using GenAI•1 minute
- Citing ChatGPT•1 minute
- Deep Fakes•2 minutes
- ⭐️ Practice Identifying Flaws in GenAI Outputs•8 minutes
- Government Regulation•0 minutes
- Where to Learn More•5 minutes
1 assignment•Total 3 minutes
- Quiz 3 •3 minutes
1 discussion prompt•Total 5 minutes
- Addressing Ethical Considerations•5 minutes
In this module, you explore how GenAI is influencing everyday life, work, and the economy. You look at how people respond to new technology, how jobs and skills shift, and how businesses use GenAI while navigating new challenges. You practice applying GenAI to workplace tasks and review emerging trends to spark your ongoing interest in learning about this fast-moving field. By the end, you’ll understand GenAI’s current impact and feel ready to keep building your knowledge as it evolves.
What's included
7 videos9 readings1 assignment1 discussion prompt
7 videos•Total 22 minutes
- Society’s Response to New Technology•5 minutes
- Effects on Human Capital•2 minutes
- Prompt Engineering•2 minutes
- GenAI, Business, & Entrepreneurship•4 minutes
- Challenges for Businesses•3 minutes
- Emerging Trends on Using GenAI in Business•2 minutes
- Future Opportunities for GenAI Technologies•5 minutes
9 readings•Total 38 minutes
- Impact on Society & Industry•1 minute
- Short and Long-term Economic and Societal Impacts •2 minutes
- Sustainable and Responsible GenAI•3 minutes
- Impact on Business•1 minute
- ⭐️ Practice Writing Emails with GenAI•10 minutes
- Where to Learn More•5 minutes
- Unlocking the Future of GenAI•1 minute
- Post-Course Survey•5 minutes
- Continue your learning with the AI Collection from Michigan Online•10 minutes
1 assignment•Total 3 minutes
- Quiz 4 •3 minutes
1 discussion prompt•Total 5 minutes
- Reflect on Your Learning Journey of GenAI•5 minutes
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Reviewed on Dec 23, 2024
Great introduction, with just enough "techie talk" for IT folks!
Reviewed on Mar 24, 2024
Curso excelente. Para quem gostaria de saber sobre os impactos que a GEN IA tem e terá futuramente na sociedade e um ótimo começo para entender o conteúdo .
Reviewed on Feb 20, 2024
Great survey course for any learner or team interested in building GenAI foundational knowledge.
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