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Generative AI Essentials: Overview and Impact

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Generative AI Essentials: Overview and Impact

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Gain insight into a topic and learn the fundamentals.
4.7

341 reviews

Beginner level
No prior experience required
Flexible schedule
4 hours to complete
Learn at your own pace
97%
Most learners liked this course

Gain insight into a topic and learn the fundamentals.
4.7

341 reviews

Beginner level
No prior experience required
Flexible schedule
4 hours to complete
Learn at your own pace
97%
Most learners liked this course

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

Details to know

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Assessments

4 assignments

Taught in English

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This course is part of the AI Literacy for Everyone Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • 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 videosTotal 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 Architecture5 minutes
8 readingsTotal 22 minutes
  • Welcome to Generative AI Essentials: Overview and Impact! 1 minute
  • Ground Rules for Engagement1 minute
  • Meet the Contributors3 minutes
  • Pre-Course Survey5 minutes
  • What is AI and ChatGPT?1 minute
  • ⭐️ Practice Using GenAI 5 minutes
  • Introduction to GenAI APIs 1 minute
  • Where to Learn More5 minutes
1 assignmentTotal 3 minutes
  • Quiz 1 3 minutes
2 discussion promptsTotal 7 minutes
  • Meet Your Fellow Learners2 minutes
  • Sharing Examples of GenAI5 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 videosTotal 18 minutes
  • GenAI’s Perceived Accuracy4 minutes
  • Implications of ChatGPT's Humanlike Output7 minutes
  • Humanlike Output & Logical Reasoning3 minutes
  • Writing Good Prompts for ChatGPT5 minutes
4 readingsTotal 18 minutes
  • GenAI’s Humanlike Output1 minute
  • Pros & Cons of ChatGPT's Humanlike Response2 minutes
  • ⭐️ Practice Optimizing Prompts10 minutes
  • Where to Learn More5 minutes
1 assignmentTotal 3 minutes
  • Quiz 2 3 minutes
1 discussion promptTotal 3 minutes
  • Considering GenAI’s Humanlike Output3 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 videosTotal 40 minutes
  • Setting the Scene: Ethics in GenAI4 minutes
  • Plagiarism & Attribution7 minutes
  • Output Ownership & Monetization5 minutes
  • Bias in GenAI Training Data6 minutes
  • Representation in GenAI Training Data5 minutes
  • Bias & Discrimination in GenAI Output4 minutes
  • Data Privacy5 minutes
  • Hallucinations4 minutes
6 readingsTotal 17 minutes
  • Ethical & Legal Implications of Using GenAI1 minute
  • Citing ChatGPT1 minute
  • Deep Fakes2 minutes
  • ⭐️ Practice Identifying Flaws in GenAI Outputs8 minutes
  • Government Regulation0 minutes
  • Where to Learn More5 minutes
1 assignmentTotal 3 minutes
  • Quiz 3 3 minutes
1 discussion promptTotal 5 minutes
  • Addressing Ethical Considerations5 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 videosTotal 22 minutes
  • Society’s Response to New Technology5 minutes
  • Effects on Human Capital2 minutes
  • Prompt Engineering2 minutes
  • GenAI, Business, & Entrepreneurship4 minutes
  • Challenges for Businesses3 minutes
  • Emerging Trends on Using GenAI in Business2 minutes
  • Future Opportunities for GenAI Technologies5 minutes
9 readingsTotal 38 minutes
  • Impact on Society & Industry1 minute
  • Short and Long-term Economic and Societal Impacts 2 minutes
  • Sustainable and Responsible GenAI3 minutes
  • Impact on Business1 minute
  • ⭐️ Practice Writing Emails with GenAI10 minutes
  • Where to Learn More5 minutes
  • Unlocking the Future of GenAI1 minute
  • Post-Course Survey5 minutes
  • Continue your learning with the AI Collection from Michigan Online10 minutes
1 assignmentTotal 3 minutes
  • Quiz 4 3 minutes
1 discussion promptTotal 5 minutes
  • Reflect on Your Learning Journey of GenAI5 minutes

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Showing 3 of 341

JE
·

Reviewed on Dec 23, 2024

Great introduction, with just enough "techie talk" for IT folks!

NS
·

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 .

BA
·

Reviewed on Feb 20, 2024

Great survey course for any learner or team interested in building GenAI foundational knowledge.

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