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Generative AI for Everyone
Andrew Ng
Andrew Ng
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.
Read more
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.
Read more
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.
Register for this course and see more details by visiting:
OpenCourser.com/course/io56vp/generative
What's inside
Syllabus
Introduction to Generative AI
Generative AI Projects
Generative AI in Business and Society
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Syllabus
Introduction to Generative AI
Generative AI Projects
Generative AI in Business and Society
Read more
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Taught by Andrew Ng, a pioneer in the development of generative AI
Introduces generative AI's possibilities and restrictions
Provides practical exercises to apply generative AI to real-world tasks
Explores generative AI's impact on business and society
Requires no prior knowledge of generative AI, making it accessible to beginners
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Activities
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We're preparing activities for
Generative AI for Everyone.
These are activities you can do either before, during, or after a course.
Career center
Learners who complete Generative AI for Everyone will develop knowledge and skills
that may be useful to these careers:
Data Scientist
Data Scientist
Data Scientists use data to solve business problems. This course may be useful to Data Scientists because it helps build a foundation in generative AI, which can be used to generate new data or augment existing data. This can be helpful for tasks such as data exploration, feature engineering, and model building.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers design, develop, and deploy machine learning models. This course may be useful to Machine Learning Engineers because it helps build a foundation in generative AI, which can be used to generate new data or augment existing data. This can be helpful for tasks such as data exploration, feature engineering, and model building.
Data Analyst
Data Analyst
Data Analysts often collect and analyze large datasets to identify trends and patterns. This course may be useful to Data Analysts because it helps build a foundation in generative AI, which can be used to generate new data or augment existing data. This can be helpful for tasks such as data exploration, feature engineering, and model building.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software systems. This course may be useful to Software Engineers because it helps build a foundation in generative AI, which can be used to generate new code or augment existing code. This can be helpful for tasks such as code generation, refactoring, and testing.
Financial Analyst
Financial Analyst
Financial Analysts are responsible for analyzing financial data and making investment recommendations. This course may be useful to Financial Analysts because it helps build a foundation in generative AI, which can be used to generate new financial models or augment existing financial models. This can be helpful for tasks such as data analysis, forecasting, and risk assessment.
Product Manager
Product Manager
Product Managers are responsible for the development and launch of new products. This course may be useful to Product Managers because it helps build a foundation in generative AI, which can be used to generate new product ideas or augment existing product ideas. This can be helpful for tasks such as ideation, market research, and product planning.
Consultant
Consultant
Consultants provide advice and guidance to businesses on a variety of topics. This course may be useful to Consultants because it helps build a foundation in generative AI, which can be used to generate new insights or augment existing insights. This can be helpful for tasks such as problem solving, decision making, and communication.
Entrepreneur
Entrepreneur
Entrepreneurs start and run their own businesses. This course may be useful to Entrepreneurs because it helps build a foundation in generative AI, which can be used to generate new business ideas or augment existing business ideas. This can be helpful for tasks such as product development, marketing, and sales.
Customer Success Manager
Customer Success Manager
Customer Success Managers are responsible for ensuring that customers are satisfied with their products or services. This course may be useful to Customer Success Managers because it helps build a foundation in generative AI, which can be used to generate new customer support content or augment existing customer support content. This can be helpful for tasks such as customer onboarding, technical support, and customer feedback.
Musician
Musician
Musicians create music for a variety of purposes. This course may be useful to Musicians because it helps build a foundation in generative AI, which can be used to generate new music or augment existing music. This can be helpful for tasks such as songwriting, composition, and performance.
Writer
Writer
Writers create written content for a variety of purposes. This course may be useful to Writers because it helps build a foundation in generative AI, which can be used to generate new content or augment existing content. This can be helpful for tasks such as article writing, blog writing, and copywriting.
Marketing Manager
Marketing Manager
Marketing Managers are responsible for the development and execution of marketing campaigns. This course may be useful to Marketing Managers because it helps build a foundation in generative AI, which can be used to generate new marketing content or augment existing marketing content. This can be helpful for tasks such as content creation, campaign planning, and performance analysis.
Artist
Artist
Artists create visual art for a variety of purposes. This course may be useful to Artists because it helps build a foundation in generative AI, which can be used to generate new artwork or augment existing artwork. This can be helpful for tasks such as painting, sculpture, and photography.
Sales Manager
Sales Manager
Sales Managers are responsible for the development and execution of sales strategies. This course may be useful to Sales Managers because it helps build a foundation in generative AI, which can be used to generate new sales leads or augment existing sales leads. This can be helpful for tasks such as lead generation, customer relationship management, and sales forecasting.
Business Analyst
Business Analyst
Business Analysts are responsible for analyzing business processes and identifying opportunities for improvement. This course may be useful to Business Analysts because it helps build a foundation in generative AI, which can be used to generate new business ideas or augment existing business ideas. This can be helpful for tasks such as process mapping, data analysis, and solution design.
For more career information including salaries, visit:
OpenCourser.com/course/io56vp/generative
Reading list
We've selected eight books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Generative AI for Everyone.
Offers a comprehensive and probabilistic approach to machine learning, providing a strong foundation for understanding generative AI.
Save
Great starting point for anyone interested in learning about generative AI, with a focus on the ethical and societal implications of its use.
Save
This classic textbook covers the fundamentals of deep learning, providing a solid foundation for understanding the technical aspects of generative AI.
Offers a comprehensive overview of machine learning theory and algorithms, providing a solid foundation for understanding generative AI.
Provides a comprehensive introduction to generative AI, covering the history, use cases, and different domains where it can be applied. It would be particularly useful as a background or reference material.
This classic textbook covers the fundamentals of reinforcement learning, which key technique used in generative AI.
Provides a comprehensive introduction to probabilistic graphical models, which are used in many generative AI applications.
This hands-on guide provides a practical introduction to deep learning using Python, including code examples and exercises.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/io56vp/generative
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Effort
3 weeks of study, 1-2 hours/week
Level
Introductory
Via
Coursera
Institution
DeepLearning.AI
Instructor
Andrew Ng
Language
English
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Good to know
Taught by Andrew Ng, a pioneer in the development of generative AI
Introduces generative AI's possibilities and restrictions
Provides practical exercises to apply generative AI to real-world tasks
Explores generative AI's impact on business and society
Requires no prior knowledge of generative AI, making it accessible to beginners
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