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Dr. Jules White
ChatGPT and other large language models are going to be more important in your life and business than your smartphone, if you use them right. ChatGPT can tutor your child in math, generate a meal plan and recipes, write software applications for your business, help you improve your personal cybersecurity, and that is just in the first hour that you use it.
Read more
ChatGPT and other large language models are going to be more important in your life and business than your smartphone, if you use them right. ChatGPT can tutor your child in math, generate a meal plan and recipes, write software applications for your business, help you improve your personal cybersecurity, and that is just in the first hour that you use it.
Read more
ChatGPT and other large language models are going to be more important in your life and business than your smartphone, if you use them right. ChatGPT can tutor your child in math, generate a meal plan and recipes, write software applications for your business, help you improve your personal cybersecurity, and that is just in the first hour that you use it.
The course will give you a primer that covers what Generative AI is, basic prompt engineering, and how you can innovate with Generative AI. You will learn the ACHIEVE framework for using Generative AI to innovate in a way that augments and amplifies human creativity and problem solving rather than supplanting people. You will learn how Generative AI is going to replace the GUI and programming as our dominant interface to computing and why you will be using it every day at work.
Register for this course and see more details by visiting:
OpenCourser.com/course/uma845/generative
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What's inside
Syllabus
Generative AI Primer
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Examines Generative AI, a rapidly growing field with significant implications for industry and personal use
Teaches a framework for using Generative AI responsibly, ensuring it augments rather than replaces human capabilities
Develops essential skills in prompt engineering, allowing learners to effectively interact with Generative AI models
Suitable for learners with basic technical literacy who are interested in exploring Generative AI's applications
Taught by Dr. Jules White, an experienced instructor in the field of Generative AI
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Save Generative AI Primer to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Generative AI Primer with these
activities:
Review Basic Programming Concepts
Show steps
Reviewing basic programming concepts will help you understand the foundational principles of Generative AI.
Browse courses on
Programming Fundamentals
Show steps
-
Review variables, data types, and operators.
-
Practice writing simple functions.
-
Experiment with conditional statements and loops.
Review foundational knowledge
Show steps
Review fundamental concepts in AI, machine learning, and programming to strengthen your foundation for this course.
Browse courses on
Natural Language Processing
Show steps
-
Review key concepts in AI, such as algorithms, data structures, and problem-solving techniques.
-
Revisit basic principles of machine learning, including supervised and unsupervised learning.
-
Review essential programming concepts, such as variables, loops, and functions.
Gather resources on ChatGPT and AI
Show steps
Build a valuable collection of resources to supplement your learning and stay updated with the latest developments in ChatGPT and AI.
Browse courses on
ChatGPT
Show steps
-
Search for high-quality articles, tutorials, and videos related to ChatGPT and generative AI.
-
Organize and categorize your findings into a cohesive compilation.
-
Share your compilation with the community to contribute to the collective knowledge.
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Prompt Engineering Exercises
Show steps
Practicing prompt engineering exercises will enhance your ability to effectively communicate with Generative AI models.
Browse courses on
Prompt Engineering
Show steps
-
Write prompts for different tasks, such as summarizing text, generating code, or creating images.
-
Experiment with different prompt formats and techniques.
-
Evaluate the quality of your prompts and make improvements.
Explore ChatGPT capabilities
Show steps
Enhance your understanding of ChatGPT's capabilities by following guided tutorials that demonstrate its applications in various fields.
Browse courses on
ChatGPT
Show steps
-
Follow a tutorial on using ChatGPT for natural language processing tasks.
-
Explore tutorials on applying ChatGPT in different domains, such as software development, content creation, or customer service.
-
Experiment with ChatGPT's capabilities by following step-by-step instructions in a guided tutorial.
Participate in peer study groups
Show steps
Strengthen your understanding and expand your perspectives by engaging in peer study groups.
Browse courses on
ChatGPT
Show steps
-
Join or start a study group with fellow learners in this course.
-
Collaborate on projects, discuss concepts, and share insights with your group members.
-
Engage in peer-to-peer learning and provide constructive feedback to others.
Experiment with ChatGPT prompts
Show steps
Develop your proficiency in crafting effective ChatGPT prompts through deliberate practice.
Browse courses on
ChatGPT
Show steps
-
Experiment with different prompt formats and styles.
-
Fine-tune your prompts to improve ChatGPT's responses.
-
Analyze successful prompts and identify best practices.
-
Share your learnings and insights with the community.
Build a Generative AI Application
Show steps
Building a Generative AI application will provide you with hands-on experience in applying the concepts learned in the course.
Browse courses on
Generative AI
Show steps
-
Identify a problem or opportunity that Generative AI can address.
-
Design and develop an application that leverages Generative AI.
-
Test and refine your application.
Develop a ChatGPT application
Show steps
Apply your knowledge by creating a practical application that utilizes ChatGPT's capabilities to solve a real-world problem.
Browse courses on
ChatGPT
Show steps
-
Identify a specific problem or task that ChatGPT can help solve.
-
Design and develop an application that integrates ChatGPT's functionalities.
-
Test and refine your application to ensure its effectiveness and user-friendliness.
-
Present your application, demonstrating its capabilities and potential impact.
Contribute to ChatGPT-related projects
Show steps
Deepen your understanding and make meaningful contributions to the advancement of ChatGPT and related technologies.
Browse courses on
ChatGPT
Show steps
-
Explore open-source projects related to ChatGPT and generative AI.
-
Identify areas where you can contribute your skills and knowledge.
-
Collaborate with other contributors to enhance and refine projects.
-
Share your contributions and learn from the experiences of others.
Review Basic Programming Concepts
Show steps
Reviewing basic programming concepts will help you understand the foundational principles of Generative AI.
Browse courses on
Programming Fundamentals
Show steps
Show steps
Show steps
- Review variables, data types, and operators.
- Practice writing simple functions.
- Experiment with conditional statements and loops.
Review foundational knowledge
Show steps
Review fundamental concepts in AI, machine learning, and programming to strengthen your foundation for this course.
Browse courses on
Natural Language Processing
Show steps
Show steps
Show steps
- Review key concepts in AI, such as algorithms, data structures, and problem-solving techniques.
- Revisit basic principles of machine learning, including supervised and unsupervised learning.
- Review essential programming concepts, such as variables, loops, and functions.
Gather resources on ChatGPT and AI
Show steps
Build a valuable collection of resources to supplement your learning and stay updated with the latest developments in ChatGPT and AI.
Browse courses on
ChatGPT
Show steps
Show steps
Show steps
- Search for high-quality articles, tutorials, and videos related to ChatGPT and generative AI.
- Organize and categorize your findings into a cohesive compilation.
- Share your compilation with the community to contribute to the collective knowledge.
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Prompt Engineering Exercises
Show steps
Practicing prompt engineering exercises will enhance your ability to effectively communicate with Generative AI models.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Write prompts for different tasks, such as summarizing text, generating code, or creating images.
- Experiment with different prompt formats and techniques.
- Evaluate the quality of your prompts and make improvements.
Explore ChatGPT capabilities
Show steps
Enhance your understanding of ChatGPT's capabilities by following guided tutorials that demonstrate its applications in various fields.
Browse courses on
ChatGPT
Show steps
Show steps
Show steps
- Follow a tutorial on using ChatGPT for natural language processing tasks.
- Explore tutorials on applying ChatGPT in different domains, such as software development, content creation, or customer service.
- Experiment with ChatGPT's capabilities by following step-by-step instructions in a guided tutorial.
Participate in peer study groups
Show steps
Strengthen your understanding and expand your perspectives by engaging in peer study groups.
Browse courses on
ChatGPT
Show steps
Show steps
Show steps
- Join or start a study group with fellow learners in this course.
- Collaborate on projects, discuss concepts, and share insights with your group members.
- Engage in peer-to-peer learning and provide constructive feedback to others.
Experiment with ChatGPT prompts
Show steps
Develop your proficiency in crafting effective ChatGPT prompts through deliberate practice.
Browse courses on
ChatGPT
Show steps
Show steps
Show steps
- Experiment with different prompt formats and styles.
- Fine-tune your prompts to improve ChatGPT's responses.
- Analyze successful prompts and identify best practices.
- Share your learnings and insights with the community.
Build a Generative AI Application
Show steps
Building a Generative AI application will provide you with hands-on experience in applying the concepts learned in the course.
Browse courses on
Generative AI
Show steps
Show steps
Show steps
- Identify a problem or opportunity that Generative AI can address.
- Design and develop an application that leverages Generative AI.
- Test and refine your application.
Develop a ChatGPT application
Show steps
Apply your knowledge by creating a practical application that utilizes ChatGPT's capabilities to solve a real-world problem.
Browse courses on
ChatGPT
Show steps
Show steps
Show steps
- Identify a specific problem or task that ChatGPT can help solve.
- Design and develop an application that integrates ChatGPT's functionalities.
- Test and refine your application to ensure its effectiveness and user-friendliness.
- Present your application, demonstrating its capabilities and potential impact.
Contribute to ChatGPT-related projects
Show steps
Deepen your understanding and make meaningful contributions to the advancement of ChatGPT and related technologies.
Browse courses on
ChatGPT
Show steps
Show steps
Show steps
- Explore open-source projects related to ChatGPT and generative AI.
- Identify areas where you can contribute your skills and knowledge.
- Collaborate with other contributors to enhance and refine projects.
- Share your contributions and learn from the experiences of others.
Career center
Learners who complete Generative AI Primer will develop knowledge and skills
that may be useful to these careers:
Software Developer
Software Developer
A Software Developer designs and develops software applications. They can work on a variety of projects, from developing new features for existing software to creating entirely new applications. The Generative AI Primer course can help you become a more effective Software Developer by teaching you how to use Generative AI to develop software applications. You will learn how to use Generative AI to generate code, debug code, and test code. This can help you to develop software applications more quickly and efficiently.
Data Scientist
Data Scientist
A Data Scientist uses data to solve business problems. They collect, analyze, and interpret data to identify trends and patterns. The Generative AI Primer course can help you become a more effective Data Scientist by teaching you how to use Generative AI to generate data, clean data, and analyze data. This can help you to solve business problems more quickly and efficiently.
Machine Learning Engineer
Machine Learning Engineer
A Machine Learning Engineer designs and develops machine learning models. They use machine learning to solve a variety of problems, from predicting customer churn to detecting fraud. The Generative AI Primer course can help you become a more effective Machine Learning Engineer by teaching you how to use Generative AI to generate data, train models, and evaluate models. This can help you to develop machine learning models more quickly and efficiently.
Business Analyst
Business Analyst
A Business Analyst analyzes business processes and identifies opportunities for improvement. They use data and analytics to make recommendations to businesses on how to improve their operations. The Generative AI Primer course can help you become a more effective Business Analyst by teaching you how to use Generative AI to generate data, analyze data, and make recommendations. This can help you to improve business processes more quickly and efficiently.
Product Manager
Product Manager
A Product Manager is responsible for developing and managing a product. They work with engineers, designers, and marketers to bring a product to market. The Generative AI Primer course can help you become a more effective Product Manager by teaching you how to use Generative AI to generate ideas, design products, and market products. This can help you to develop products that are more successful in the marketplace.
Marketing Manager
Marketing Manager
A Marketing Manager is responsible for developing and executing marketing campaigns. They work with a variety of stakeholders, including customers, partners, and the media, to promote a product or service. The Generative AI Primer course can help you become a more effective Marketing Manager by teaching you how to use Generative AI to generate content, target audiences, and measure results. This can help you to develop marketing campaigns that are more effective and efficient.
Sales Manager
Sales Manager
A Sales Manager is responsible for developing and executing sales strategies. They work with a team of salespeople to achieve sales targets. The Generative AI Primer course can help you become a more effective Sales Manager by teaching you how to use Generative AI to generate leads, qualify leads, and close deals. This can help you to achieve sales targets more quickly and efficiently.
Customer Success Manager
Customer Success Manager
A Customer Success Manager is responsible for ensuring that customers are successful with a product or service. They work with customers to identify and resolve problems, and to provide support and training. The Generative AI Primer course can help you become a more effective Customer Success Manager by teaching you how to use Generative AI to generate content, answer questions, and provide support. This can help you to resolve customer problems more quickly and efficiently.
Operations Manager
Operations Manager
An Operations Manager is responsible for overseeing the day-to-day operations of a business. They work with a variety of stakeholders, including employees, customers, and suppliers, to ensure that the business runs smoothly. The Generative AI Primer course can help you become a more effective Operations Manager by teaching you how to use Generative AI to generate data, analyze data, and make decisions. This can help you to improve business operations more quickly and efficiently.
Financial Analyst
Financial Analyst
A Financial Analyst is responsible for analyzing financial data and making recommendations to businesses on how to improve their financial performance. They work with a variety of stakeholders, including investors, creditors, and management, to provide insights into the financial health of a business. The Generative AI Primer course may be useful for you if you are interested in becoming a Financial Analyst by teaching you how to use Generative AI to generate data, analyze data, and make recommendations. This can help you to develop financial models more quickly and efficiently.
Human Resources Manager
Human Resources Manager
A Human Resources Manager is responsible for managing the human resources of a business. They work with a variety of stakeholders, including employees, managers, and executives, to recruit, hire, train, and develop employees. The Generative AI Primer course may be useful for you if you are interested in becoming a Human Resources Manager by teaching you how to use Generative AI to generate content, answer questions, and provide support. This can help you to manage human resources more quickly and efficiently.
Project Manager
Project Manager
A Project Manager is responsible for planning, executing, and closing projects. They work with a variety of stakeholders, including project team members, sponsors, and customers, to ensure that projects are completed on time, within budget, and to the required quality. The Generative AI Primer course may be useful for you if you are interested in becoming a Project Manager by teaching you how to use Generative AI to generate data, analyze data, and make decisions. This can help you to manage projects more quickly and efficiently.
Consultant
Consultant
A Consultant is responsible for providing advice and guidance to businesses on a variety of topics. They work with a variety of clients, including businesses, governments, and non-profit organizations, to help them improve their operations and achieve their goals. The Generative AI Primer course may be useful for you if you are interested in becoming a Consultant by teaching you how to use Generative AI to generate content, answer questions, and provide support. This can help you to provide advice and guidance to businesses more quickly and efficiently.
Entrepreneur
Entrepreneur
An Entrepreneur is responsible for starting and running their own business. They work with a variety of stakeholders, including investors, employees, and customers, to develop and grow their business. The Generative AI Primer course may be useful for you if you are interested in becoming an Entrepreneur by teaching you how to use Generative AI to generate ideas, design products, and market products. This can help you to develop and grow your business more quickly and efficiently.
Teacher
Teacher
A Teacher is responsible for teaching students at a school or university. They work with a variety of students, including children, teenagers, and adults, to help them learn and grow. The Generative AI Primer course may be useful for you if you are interested in becoming a Teacher by teaching you how to use Generative AI to generate content, answer questions, and provide support. This can help you to teach students more quickly and efficiently.
For more career information including salaries, visit:
OpenCourser.com/course/uma845/generative
Reading list
We've selected nine 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 Primer.
This paper provides a survey of text generation with language models. It covers the history, techniques, and applications of this field, providing a comprehensive overview for those interested in the research and development of generative AI.
This paper provides a seminal introduction to generative adversarial networks, which are a type of generative AI. It technical resource for those interested in the research and development of this technology.
Explores the business applications of generative AI, providing insights into how organizations can leverage this technology for innovation and growth.
Save
This textbook provides a comprehensive overview of deep learning, which key technique used in generative AI. It covers the mathematical foundations and practical applications of this field.
Save
Provides a practical introduction to generative modeling, covering various techniques and applications. It valuable resource for learners who want to build and deploy generative AI models.
This hands-on guide to deep learning with Python covers the essential concepts and techniques used in generative AI models. It valuable resource for learners who want to develop practical skills in building and deploying generative AI applications.
Save
Examines the potential risks and challenges posed by the development of superintelligent AI. It explores ethical considerations, safety concerns, and the need for responsible development and regulation of generative AI.
This beginner-friendly book introduces the concepts and techniques of machine learning, providing a foundation for understanding generative AI. It good starting point for learners with little to no prior knowledge of AI.
Save
Explores the long-term implications of AI and its potential impact on human society. It discusses ethical concerns, societal challenges, and the potential for AI to transform our lives in the decades and centuries to come.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/uma845/generative
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Effort
2hrs
Level
Introductory
Via
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Institution
Vanderbilt University
Instructor
Dr. Jules White
Language
English
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Good to know
Examines Generative AI, a rapidly growing field with significant implications for industry and personal use
Teaches a framework for using Generative AI responsibly, ensuring it augments rather than replaces human capabilities
Develops essential skills in prompt engineering, allowing learners to effectively interact with Generative AI models
Suitable for learners with basic technical literacy who are interested in exploring Generative AI's applications
Taught by Dr. Jules White, an experienced instructor in the field of Generative AI
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