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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. This course will teach you how to be an expert user of these generative AI tools. The course will show amazing examples of how you can tap into these generative AI tools' emergent intelligence and reasoning, how you can use them to be more productive day to day, and give you insight into how they work.

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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. This course will teach you how to be an expert user of these generative AI tools. The course will show amazing examples of how you can tap into these generative AI tools' emergent intelligence and reasoning, how you can use them to be more productive day to day, and give you insight into how they work.

Large language models respond to instructions and questions posed by users in natural language statements, known as “prompts”. Although large language models will disrupt many fields, most users lack the skills to write effective prompts. Expert users, who understand how to write good prompts, are orders of magnitude more productive and can unlock significantly more creative uses for these tools.

This course introduces students to the patterns and approaches for writing effective prompts for large language models. Anyone can take the course and the only required knowledge is basic computer usage skills, such as using a browser and accessing ChatGPT. Students will start with basic prompts and build towards writing sophisticated prompts to solve problems in any domain. By the end of the course, students will have strong prompt engineering skills and be capable of using large language models for a wide range of tasks in their job, business, personal life, and education, such as writing, summarization, game play, planning, simulation, and programming.

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What's inside

Syllabus

Course Introduction
Introduction to Prompts
Prompt Patterns I
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Few-Shot Examples
Prompt Patterns II
Prompt Patterns III

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Suitable for learners at any skill level
Taught by Dr. Jules White, renowned expert in AI
Helps learners master ChatGPT and other LLM applications
Covers foundational to advanced techniques in prompt engineering
Suitable for various domains, including business, education, and personal life

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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 Prompt Engineering for ChatGPT with these activities:
Review basic programming concepts
Brings your programming knowledge up to speed, minimizing friction when encountering new topics.
Show steps
  • Revisit core programming concepts such as variables, data types, and control flow.
  • Practice writing simple programs to reinforce your understanding.
Brush Up on Basic Python Syntax
Ensure a strong foundation in Python syntax for effective prompt engineering
Browse courses on Python
Show steps
  • Review online tutorials or documentation
  • Solve coding challenges or practice exercises
Read 'Automating the Boring Stuff with Python'
Provide a strong foundation in Python, enabling you to create scripts and automate tasks within ChatGPT
Show steps
  • Read and understand the book's chapters
  • Complete hands-on exercises and projects
  • Practice writing Python code regularly
20 other activities
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Tutorial: How to Use ChatGPT for Academic Writing
This tutorial will teach you how to use ChatGPT to generate ideas for essays, write drafts, and proofread your work.
Browse courses on ChatGPT
Show steps
  • Find a tutorial on how to use ChatGPT for academic writing
  • Follow the steps in the tutorial
  • Practice using ChatGPT for academic writing
Tutorial: How to Use ChatGPT for Business Communication
This tutorial will teach you how to use ChatGPT to write emails, create presentations, and draft marketing materials.
Browse courses on ChatGPT
Show steps
  • Find a tutorial on how to use ChatGPT for business communication
  • Follow the steps in the tutorial
  • Practice using ChatGPT for business communication
Follow Tutorials on Advanced ChatGPT Techniques
Enhance understanding and skills through structured learning resources
Browse courses on ChatGPT
Show steps
  • Search for reputable tutorials on advanced ChatGPT techniques
  • Select tutorials that align with your learning goals
  • Complete the tutorials and practice exercises
Craft effective prompts for ChatGPT
Enhance your ability to harness ChatGPT's capabilities through effective prompt engineering.
Browse courses on Prompt Engineering
Show steps
  • Analyze examples of well-crafted prompts.
  • Practice writing prompts for various tasks.
  • Experiment with different prompt formats and styles.
Follow tutorials on ChatGPT's capabilities
Provides hands-on experience with ChatGPT, fostering familiarity and confidence in using its features.
Show steps
  • Identify reliable sources for ChatGPT tutorials, such as the official documentation or reputable online courses.
  • Select tutorials that cover ChatGPT's core capabilities, such as language generation, translation, and code generation.
  • Follow the tutorials step-by-step, experimenting with ChatGPT's functionality.
Practice Writing Prompts
Writing effective prompts is essential for getting the most out of ChatGPT. This activity will help you practice writing clear, concise, and specific prompts.
Browse courses on ChatGPT
Show steps
  • Refine your prompt as needed
  • Identify the task you want ChatGPT to perform
  • Break down the task into smaller steps
  • Write a clear and concise prompt
  • Test your prompt on ChatGPT
Form ChatGPT Study Groups
Foster collaboration and diverse perspectives through peer interactions focused on ChatGPT utilization
Browse courses on Collaboration
Show steps
  • Connect with other learners
  • Establish regular meetings or discussions
  • Share knowledge, experiences, and best practices
  • Collaborate on projects or assignments
Practice Using ChatGPT for Problem Solving
ChatGPT can be a powerful tool for solving problems. This activity will help you practice using ChatGPT to generate ideas, brainstorm solutions, and evaluate options.
Browse courses on ChatGPT
Show steps
  • Identify a problem you want to solve
  • Ask ChatGPT for help brainstorming ideas
  • Generate a list of potential solutions
  • Evaluate the pros and cons of each solution
  • Choose the best solution and implement it
Engage in Prompt Engineering Challenges
Enhance prompt engineering skills through targeted practice and iterative improvement
Browse courses on Prompt Engineering
Show steps
  • Identify specific prompt engineering challenges or scenarios
  • Develop and test various prompt variations
  • Analyze the results and refine prompts
  • Iterate on the process to improve prompt quality
Practice writing effective prompts
Develops expertise in crafting effective prompts, unlocking ChatGPT's full potential.
Show steps
  • Analyze examples of well-written prompts to identify common patterns and techniques.
  • Experiment with different prompt formats and styles to determine what works best for you.
  • Seek feedback from instructors or peers on your prompts to refine your skills.
Curate a Collection of ChatGPT Resources
Establish a central repository of valuable resources for ChatGPT learning and exploration
Browse courses on Knowledge Organization
Show steps
  • Gather relevant articles, tutorials, and documentation
  • Organize materials into categories or topics
  • Create a central repository or shareable document
Generate a Business Plan with ChatGPT
Creating a business plan will allow you to practice using ChatGPT to generate text, draft financial projections, and write marketing copy.
Browse courses on ChatGPT
Show steps
  • Brainstorm business ideas
  • Research your target audience
  • Develop your business model
  • Write your business plan with ChatGPT
  • Get feedback on your business plan
Develop a ChatGPT Prompt Toolkit
Strengthen prompt engineering skills, allowing you to effectively utilize ChatGPT's capabilities
Browse courses on Prompt Engineering
Show steps
  • Create a template of essential prompts
  • Compile examples demonstrating various prompt types
  • Provide annotations or explanations for each prompt
  • Share the toolkit with others for feedback
  • Refine and update the toolkit based on usage and feedback
Develop a ChatGPT chatbot for a specific use case
Develop a practical understanding of how to use ChatGPT to solve real-world problems.
Browse courses on ChatGPT
Show steps
  • Identify a specific use case for a ChatGPT chatbot.
  • Design the chatbot's interface and functionality.
  • Train the chatbot using relevant data.
  • Test and evaluate the chatbot's performance.
Explore advanced ChatGPT features and techniques
Expand your knowledge of ChatGPT's capabilities and applications.
Browse courses on ChatGPT
Show steps
  • Follow online tutorials on advanced ChatGPT features.
  • Experiment with the techniques learned in the tutorials.
  • Apply these techniques to your own projects or use cases.
Create a project demonstrating ChatGPT's capabilities
Provides a practical application of ChatGPT's skills, solidifying understanding and showcasing proficiency.
Show steps
  • Identify a problem or task that ChatGPT can help you solve.
  • Develop a plan for how you will use ChatGPT to complete the project.
  • Implement your plan, utilizing ChatGPT's capabilities effectively.
  • Present your project to others to demonstrate your skills.
Build a ChatGPT-Powered App or Tool
Solidify understanding by applying ChatGPT's capabilities in a practical project
Browse courses on Application Development
Show steps
  • Identify a problem or need that ChatGPT can address
  • Design and develop the app or tool
  • Integrate ChatGPT's functionality
  • Test and refine the app or tool
  • Deploy or share the app or tool
Contribute to ChatGPT-related open-source projects
Gain practical experience and contribute to the development of ChatGPT and related technologies.
Browse courses on ChatGPT
Show steps
  • Identify open-source projects related to ChatGPT.
  • Choose a project to contribute to.
  • Read the project documentation and codebase.
  • Make a meaningful contribution to the project.
Write a blog post or article about your experiences using ChatGPT
Reflect on your learning and share your insights with the wider community.
Browse courses on ChatGPT
Show steps
  • Choose a specific topic related to your experiences with ChatGPT.
  • Write a draft of your blog post or article.
  • Edit and refine your writing.
  • Publish your blog post or article on a relevant platform.
Contribute to ChatGPT Open-Source Projects
Gain hands-on experience and contribute to the ChatGPT ecosystem
Browse courses on Large Language Models
Show steps
  • Identify open-source projects related to ChatGPT
  • Review documentation and code
  • Submit bug reports or feature requests
  • Contribute code or documentation improvements

Career center

Learners who complete Prompt Engineering for ChatGPT will develop knowledge and skills that may be useful to these careers:
Machine Learning Engineer
Machine Learning Engineers design, develop, and deploy machine learning models. They use their knowledge of mathematics, computer science, and statistics to build models that can learn from data and make predictions. This course can help Machine Learning Engineers by teaching them how to write effective prompts for large language models. This can help them to improve the performance of their models and to develop new applications for machine learning.
Data Scientist
Data Scientists use their knowledge of mathematics, statistics, and computer science to extract insights from data. They use these insights to solve problems and make better decisions. This course can help Data Scientists by teaching them how to write effective prompts for large language models. This can help them to improve the quality of their insights and to develop new applications for data science.
Software Engineer
Software Engineers design, develop, and maintain software applications. They use their knowledge of computer science and programming languages to build software that meets the needs of users. This course can help Software Engineers by teaching them how to write effective prompts for large language models. This can help them to improve the quality of their software and to develop new applications for software engineering.
Product Manager
Product Managers are responsible for the development and launch of new products. They work with engineers, designers, and marketers to ensure that products meet the needs of users. This course can help Product Managers by teaching them how to write effective prompts for large language models. This can help them to gather feedback from users and to develop products that are more likely to be successful.
User Experience Designer
User Experience Designers are responsible for the design of user interfaces and user experiences. They work with engineers and designers to create products that are easy to use and enjoyable to use. This course can help User Experience Designers by teaching them how to write effective prompts for large language models. This can help them to gather feedback from users and to design products that are more likely to be successful.
Marketing Manager
Marketing Managers are responsible for the development and execution of marketing campaigns. They work with marketing teams to create campaigns that reach and engage target audiences. This course may be useful to Marketing Managers by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for marketing campaigns and to improve the effectiveness of their campaigns.
Sales Manager
Sales Managers are responsible for the development and execution of sales strategies. They work with sales teams to achieve sales goals. This course may be useful to Sales Managers by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for sales strategies and to improve the effectiveness of their sales teams.
Customer Success Manager
Customer Success Managers are responsible for ensuring that customers are satisfied with products and services. They work with customers to resolve issues and to ensure that they are getting the most value from their products and services. This course may be useful to Customer Success Managers by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for customer service and to improve the effectiveness of their customer service teams.
Technical Writer
Technical Writers are responsible for writing documentation for software and other technical products. They work with engineers and designers to create documentation that is clear and easy to understand. This course may be useful to Technical Writers by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for documentation and to improve the quality of their documentation.
Content Writer
Content Writers are responsible for writing content for websites, social media, and other marketing materials. They work with marketing teams to create content that is engaging and informative. This course may be useful to Content Writers by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for content and to improve the quality of their content.
Copywriter
Copywriters are responsible for writing advertising and marketing copy. They work with marketing teams to create copy that is persuasive and effective. This course may be useful to Copywriters by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for copy and to improve the quality of their copy.
Journalist
Journalists are responsible for reporting on news and current events. They work with editors and publishers to create articles that are informative and engaging. This course may be useful to Journalists by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for stories and to improve the quality of their writing.
Author
Authors are responsible for writing books, articles, and other works of literature. They work with editors and publishers to create works that are creative and engaging. This course may be useful to Authors by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for stories and to improve the quality of their writing.
Teacher
Teachers are responsible for teaching students in schools and other educational institutions. They work with students to help them learn and grow. This course may be useful to Teachers by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for lesson plans and to improve the quality of their teaching.
Librarian
Librarians are responsible for managing libraries and providing access to information. They work with patrons to help them find the information they need. This course may be useful to Librarians by teaching them how to write effective prompts for large language models. This can help them to generate new ideas for library services and to improve the quality of their services.

Reading list

We've selected seven 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 Prompt Engineering for ChatGPT.
Comprehensive introduction to deep learning, which fundamental technology behind large language models like ChatGPT. While it does not focus specifically on prompt engineering or ChatGPT, it provides valuable background knowledge for students in this course.
Provides a comprehensive introduction to speech and language processing, which fundamental technology behind large language models like ChatGPT. While it does not focus specifically on prompt engineering or ChatGPT, it provides valuable background knowledge for students in this course.
Provides a practical introduction to deep learning using the Python programming language. While it does not focus specifically on prompt engineering or ChatGPT, it provides valuable hands-on experience for students in this course.
Provides a practical introduction to natural language processing using the Python programming language. While it does not focus specifically on prompt engineering or ChatGPT, it provides valuable hands-on experience for students in this course.
Provides a practical introduction to speech and language processing using the Python programming language. While it does not focus specifically on prompt engineering or ChatGPT, it provides valuable hands-on experience for students in this course.
Provides a practical introduction to machine learning using popular Python libraries such as Scikit-Learn, Keras, and TensorFlow. While it does not focus specifically on prompt engineering or ChatGPT, it provides valuable hands-on experience for students in this course.
Comprehensive introduction to artificial intelligence, including machine learning and natural language processing. While it does not focus specifically on prompt engineering or ChatGPT, it provides valuable background knowledge for students in this course.

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