Generative AI for Everyone
source link: https://www.coursera.org/learn/generative-ai-for-everyone
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There are 3 modules in this course
Instructed by AI pioneer Andrew Ng, Generative AI for Everyone offers his unique perspective on empowering you and your work with generative AI. Andrew will guide you through how generative AI works and what it can (and can’t) do. It includes hands-on exercises where you'll learn to use generative AI to help in day-to-day work and receive tips on effective prompt engineering, as well as learning how to go beyond prompting for more advanced uses of AI.
You’ll get insights into what generative AI can do, its potential, and its limitations. You’ll delve into real-world applications and learn common use cases. You’ll get hands-on time with generative AI projects to put your knowledge into action and gain insight into its impact on both business and society.
This course was created to ensure everyone can be a participant in our AI-powered future.
What's included
10 videos2 readings2 quizzes2 app items
10 videos•Total 70 minutes
- Welcome•7 minutes•Preview module
- How Generative AI works•8 minutes
- LLMs as a thought partner•4 minutes
- AI is a general purpose technology•6 minutes
- Writing•5 minutes
- Reading•7 minutes
- Chatting•6 minutes
- What LLMs can and cannot do•11 minutes
- Tips for prompting•6 minutes
- Image generation (optional)•6 minutes
2 readings•Total 15 minutes
- Week 1 resources•10 minutes
- Week 1 lecture notes•5 minutes
2 quizzes•Total 20 minutes
- What is Generative AI?•10 minutes
- Generative AI applications•10 minutes
2 app items•Total 11 minutes
- Intake Survey•1 minute
- [IMPORTANT] Have questions, issues or ideas? Join our Community!•10 minutes
What's included
10 videos1 reading2 quizzes1 app item
10 videos•Total 61 minutes
- Using generative AI in software applications•5 minutes•Preview module
- Trying generative AI code yourself (optional)•1 minute
- Lifecycle of a generative AI project•7 minutes
- Cost intuition•5 minutes
- Retrieval Augmented Generation (RAG)•7 minutes
- Fine-tuning•10 minutes
- Pretraining an LLM•2 minutes
- Choosing a model•6 minutes
- How LLMs follow instructions: Instruction tuning and RLHF (optional)•6 minutes
- Tool use and agents (optional)•6 minutes
1 reading•Total 5 minutes
- Week 2 lecture notes•5 minutes
2 quizzes•Total 20 minutes
- Software Applications•10 minutes
- Advanced technologies: Beyond prompting•10 minutes
1 app item•Total 60 minutes
- Trying generative AI code yourself (optional)•60 minutes
What's included
11 videos4 readings2 quizzes
11 videos•Total 62 minutes
- Day-to-day usage of web UI LLMs•3 minutes•Preview module
- Task analysis of jobs•8 minutes
- Additional job analysis examples•4 minutes
- New workflows and new opportunities•9 minutes
- Teams to build generative AI software•4 minutes
- Automation potential across sectors•6 minutes
- Concerns about AI•12 minutes
- Artificial General Intelligence•3 minutes
- Responsible AI•4 minutes
- Course Summary•1 minute
- Building a more intelligent world•3 minutes
4 readings•Total 21 minutes
- Week 3 resources•10 minutes
- Week 3 lecture notes•5 minutes
- Acknowledgments•1 minute
- (Optional) Opportunity to Mentor Other Learners•5 minutes
2 quizzes•Total 20 minutes
- Generative AI and business•10 minutes
- Generative AI and society•10 minutes
Instructor
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DeepLearning.AI is an education technology company that develops a global community of AI talent.
DeepLearning.AI's expert-led educational experiences provide AI practitioners and non-technical professionals with the necessary tools to go all the way from foundational basics to advanced application, empowering them to build an AI-powered future.
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