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Rudi Hinds
Ever wondered how we can use AI in programing to make our workloads easier? In this 2-hour long project-based course, you will master the art of prompt engineering to design an educational tool using the capabilities of OpenAI's GPT-3 language model. You will be creating a multiple-choice quiz generator using Python and GPT-3. You will write a Python script from scratch that is able to generate a custom multiple-choice exam, capable of dynamically adjusting the topic, number of questions, and number of potential answers. To successfully navigate this project, you should have a basic understanding of Python programming, functions, variable assignments, and experience working with APIs.
Register for this course and see more details by visiting:
OpenCourser.com/course/zll5ke/prompt
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What's inside
Syllabus
Project Overview
Ever wondered how we can use AI in programming to make our workloads easier? In this 2-hour long project-based course, you will master the art of prompt engineering to design an educational tool using the capabilities of OpenAI's GPT-3 language model. You will be creating a multiple-choice quiz generator using Python and GPT-3. You will write a Python script from scratch that is able to generate a custom multiple-choice exam, capable of dynamically adjusting the topic, number of questions, and number of potential answers. To successfully navigate this project, you should have a basic understanding of Python programming, functions, variable assignments, and experience working with APIs.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Applies latest AI-powered tools to create educational quizzes for multiple-choice exams
Develops working knowledge of Python script for exam generation
Builds solid foundation for learners in applied AI
Save this course
Save Prompt Engineering with GPT: Programming for Custom Content 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 Prompt Engineering with GPT: Programming for Custom Content with these
activities:
Gather Resources on Prompt Engineering
Show steps
Build a valuable repository of articles, tutorials, and code samples to support your continued learning and experimentation with prompt engineering.
Show steps
-
Search for and bookmark relevant resources on prompt engineering
-
Organize your collection into categories or tags for easy access
-
Share your compilation with other learners to foster collaboration
Refresh Python programming fundamentals
Show steps
Review the basics of Python programming, including variables, data types, control flow, and functions, to enhance your understanding of the course material.
Browse courses on
Python Programming
Show steps
-
Review online tutorials or documentation on Python fundamentals.
-
Complete practice exercises or code challenges to reinforce your understanding.
Review Python Programming Fundamentals
Show steps
Develop a solid understanding of Python language constructs to prepare for working with GPT-3.
Browse courses on
Python Programming
Show steps
-
Review the basics of data types, variables, and operators in Python
-
Practice writing simple Python functions and control flow statements
-
Review the basics of object-oriented programming in Python
15 other activities
Expand to see all activities and additional details
Show all 18 activities
Follow tutorials on prompt engineering
Show steps
Explore tutorials and resources on prompt engineering techniques to enhance your ability to effectively communicate with GPT-3.
Browse courses on
Prompt Engineering
Show steps
-
Identify reputable sources or platforms offering tutorials on prompt engineering.
-
Follow step-by-step instructions and practice writing prompts.
-
Experiment with different prompt formats and parameters.
Connect with Experienced Python Developers and AI Enthusiasts
Show steps
Seek guidance and support from experts to enhance learning.
Show steps
-
Identify potential mentors in the Python and AI communities
-
Reach out to mentors and request their guidance
-
Regularly communicate with mentors to discuss progress and seek feedback
Craft Effective Prompts for GPT-3
Show steps
Develop proficiency in crafting precise and informative prompts that elicit valuable responses from GPT-3.
Show steps
-
Practice writing clear and concise prompts that align with your desired outcome
-
Experiment with different prompt formats and variations to optimize GPT-3's responses
-
Review and analyze your prompts to identify areas for improvement
Peer collaboration: quiz each other
Show steps
Prepare for assessments, reinforce knowledge, and refine prompt engineering skills by actively engaging with peers.
Show steps
-
Form study groups or pair up with a classmate
-
Create a set of multiple-choice questions using GPT-3
-
Take turns quizzing each other
-
Discuss the rationale behind correct and incorrect answers
Practice writing prompts for GPT-3
Show steps
Engage in regular practice of writing prompts for GPT-3 to improve your ability to elicit desired responses and refine your communication with the model.
Browse courses on
Prompt Engineering
Show steps
-
Identify specific topics or scenarios for prompt writing.
-
Draft prompts using clear and concise language.
-
Experiment with different prompt formats and parameters.
-
Evaluate the responses generated by GPT-3 and adjust prompts accordingly.
Practice Prompt Engineering with GPT-3
Show steps
Master the art of crafting effective prompts to maximize the capabilities of GPT-3.
Browse courses on
Prompt Engineering
Show steps
-
Experiment with different prompt formats and structures
-
Analyze the impact of context and tone on GPT-3 responses
-
Practice fine-tuning prompts for specific tasks and domains
Explore GPT-3 Examples and Best Practices
Show steps
Enhance your knowledge of GPT-3's capabilities and effective use by reviewing expert tutorials and examples.
Show steps
-
Identify relevant GPT-3 tutorials and documentation
-
Follow step-by-step guides to build projects using GPT-3
-
Analyze code samples and best practices to improve your prompt engineering skills
Participate in group discussions on prompt engineering
Show steps
Engage in peer discussions to share knowledge, troubleshoot challenges, and refine your understanding of prompt engineering techniques.
Browse courses on
Prompt Engineering
Show steps
-
Join or create a study group or online forum dedicated to prompt engineering.
-
Actively participate in discussions, sharing your experiences and insights.
-
Collaborate on projects or challenges related to prompt engineering.
Attend a Workshop on GPT-3 and Prompt Engineering
Show steps
Gain hands-on experience and insights from experts by attending a workshop focused on GPT-3 and prompt engineering.
Show steps
-
Research and identify relevant workshops in your area or online
-
Register for a workshop that aligns with your learning goals
-
Actively participate in the workshop sessions and engage with the instructors
Build a Custom Multiple-Choice Quiz Generator
Show steps
Develop a deeper understanding of prompt engineering principles and practice writing Python code by creating a tool that can automate the generation of customized multiple-choice quizzes.
Browse courses on
Prompt Engineering
Show steps
-
Research and understand prompt engineering techniques for GPT-3
-
Plan and design the structure and functionality of your quiz generator
-
Write Python code to interface with GPT-3 and generate quiz questions
-
Implement features to customize the quiz parameters (topic, number of questions, etc.)
-
Test and refine your quiz generator to ensure accuracy and efficiency
Design a quiz using Python and GPT-3
Show steps
Apply your knowledge of Python and GPT-3 by creating a functional quiz that demonstrates your understanding of the course concepts.
Show steps
-
Plan the quiz structure, including topics, number of questions, and answer formats.
-
Write Python code to interface with GPT-3 and generate quiz questions.
-
Integrate the quiz into a user-friendly interface.
-
Test and refine the quiz for accuracy and effectiveness.
Build a quiz website
Show steps
Solidify your understanding of Python, web development concepts, and prompt engineering by creating a fully functional quiz website.
Browse courses on
Python Programming
Show steps
-
Design the website's layout and user interface
-
Develop the backend logic using Python
-
Integrate GPT-3 to generate quizzes
-
Deploy the website on a hosting platform
-
Share your website with others and gather feedback
Develop an educational tool using Python and GPT-3
Show steps
Extend your learning by embarking on a project that involves designing and developing an educational tool leveraging Python and GPT-3, showcasing your proficiency in applying the course concepts.
Show steps
-
Identify a specific educational need or problem to address.
-
Design the tool's functionality, interface, and content.
-
Implement the tool using Python and GPT-3.
-
Evaluate the tool's effectiveness and make improvements.
Build a Simple Quiz Generator with Python and GPT-3
Show steps
Apply programming skills and GPT-3 capabilities to create a practical tool.
Show steps
-
Design the structure and functionality of the quiz generator
-
Implement the Python code to interact with GPT-3 and generate questions
-
Develop a user interface for the quiz generator
-
Test and refine the quiz generator for accuracy and functionality
Participate in GPT-3 or NLP-related Challenges
Show steps
Challenge yourself and test your skills against others.
Show steps
-
Identify relevant GPT-3 or NLP challenges and competitions
-
Prepare and submit your solutions to the challenges
-
Review and analyze the feedback on your submissions
Gather Resources on Prompt Engineering
Show steps
Build a valuable repository of articles, tutorials, and code samples to support your continued learning and experimentation with prompt engineering.
Show steps
Show steps
Show steps
- Search for and bookmark relevant resources on prompt engineering
- Organize your collection into categories or tags for easy access
- Share your compilation with other learners to foster collaboration
Refresh Python programming fundamentals
Show steps
Review the basics of Python programming, including variables, data types, control flow, and functions, to enhance your understanding of the course material.
Browse courses on
Python Programming
Show steps
Show steps
Show steps
- Review online tutorials or documentation on Python fundamentals.
- Complete practice exercises or code challenges to reinforce your understanding.
Review Python Programming Fundamentals
Show steps
Develop a solid understanding of Python language constructs to prepare for working with GPT-3.
Browse courses on
Python Programming
Show steps
Show steps
Show steps
- Review the basics of data types, variables, and operators in Python
- Practice writing simple Python functions and control flow statements
- Review the basics of object-oriented programming in Python
15 other activities
Expand to see all activities and additional details
Show all 18 activities
Follow tutorials on prompt engineering
Show steps
Explore tutorials and resources on prompt engineering techniques to enhance your ability to effectively communicate with GPT-3.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Identify reputable sources or platforms offering tutorials on prompt engineering.
- Follow step-by-step instructions and practice writing prompts.
- Experiment with different prompt formats and parameters.
Connect with Experienced Python Developers and AI Enthusiasts
Show steps
Seek guidance and support from experts to enhance learning.
Show steps
Show steps
Show steps
- Identify potential mentors in the Python and AI communities
- Reach out to mentors and request their guidance
- Regularly communicate with mentors to discuss progress and seek feedback
Craft Effective Prompts for GPT-3
Show steps
Develop proficiency in crafting precise and informative prompts that elicit valuable responses from GPT-3.
Show steps
Show steps
Show steps
- Practice writing clear and concise prompts that align with your desired outcome
- Experiment with different prompt formats and variations to optimize GPT-3's responses
- Review and analyze your prompts to identify areas for improvement
Peer collaboration: quiz each other
Show steps
Prepare for assessments, reinforce knowledge, and refine prompt engineering skills by actively engaging with peers.
Show steps
Show steps
Show steps
- Form study groups or pair up with a classmate
- Create a set of multiple-choice questions using GPT-3
- Take turns quizzing each other
- Discuss the rationale behind correct and incorrect answers
Practice writing prompts for GPT-3
Show steps
Engage in regular practice of writing prompts for GPT-3 to improve your ability to elicit desired responses and refine your communication with the model.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Identify specific topics or scenarios for prompt writing.
- Draft prompts using clear and concise language.
- Experiment with different prompt formats and parameters.
- Evaluate the responses generated by GPT-3 and adjust prompts accordingly.
Practice Prompt Engineering with GPT-3
Show steps
Master the art of crafting effective prompts to maximize the capabilities of GPT-3.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Experiment with different prompt formats and structures
- Analyze the impact of context and tone on GPT-3 responses
- Practice fine-tuning prompts for specific tasks and domains
Explore GPT-3 Examples and Best Practices
Show steps
Enhance your knowledge of GPT-3's capabilities and effective use by reviewing expert tutorials and examples.
Show steps
Show steps
Show steps
- Identify relevant GPT-3 tutorials and documentation
- Follow step-by-step guides to build projects using GPT-3
- Analyze code samples and best practices to improve your prompt engineering skills
Participate in group discussions on prompt engineering
Show steps
Engage in peer discussions to share knowledge, troubleshoot challenges, and refine your understanding of prompt engineering techniques.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Join or create a study group or online forum dedicated to prompt engineering.
- Actively participate in discussions, sharing your experiences and insights.
- Collaborate on projects or challenges related to prompt engineering.
Attend a Workshop on GPT-3 and Prompt Engineering
Show steps
Gain hands-on experience and insights from experts by attending a workshop focused on GPT-3 and prompt engineering.
Show steps
Show steps
Show steps
- Research and identify relevant workshops in your area or online
- Register for a workshop that aligns with your learning goals
- Actively participate in the workshop sessions and engage with the instructors
Build a Custom Multiple-Choice Quiz Generator
Show steps
Develop a deeper understanding of prompt engineering principles and practice writing Python code by creating a tool that can automate the generation of customized multiple-choice quizzes.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Research and understand prompt engineering techniques for GPT-3
- Plan and design the structure and functionality of your quiz generator
- Write Python code to interface with GPT-3 and generate quiz questions
- Implement features to customize the quiz parameters (topic, number of questions, etc.)
- Test and refine your quiz generator to ensure accuracy and efficiency
Design a quiz using Python and GPT-3
Show steps
Apply your knowledge of Python and GPT-3 by creating a functional quiz that demonstrates your understanding of the course concepts.
Show steps
Show steps
Show steps
- Plan the quiz structure, including topics, number of questions, and answer formats.
- Write Python code to interface with GPT-3 and generate quiz questions.
- Integrate the quiz into a user-friendly interface.
- Test and refine the quiz for accuracy and effectiveness.
Build a quiz website
Show steps
Solidify your understanding of Python, web development concepts, and prompt engineering by creating a fully functional quiz website.
Browse courses on
Python Programming
Show steps
Show steps
Show steps
- Design the website's layout and user interface
- Develop the backend logic using Python
- Integrate GPT-3 to generate quizzes
- Deploy the website on a hosting platform
- Share your website with others and gather feedback
Develop an educational tool using Python and GPT-3
Show steps
Extend your learning by embarking on a project that involves designing and developing an educational tool leveraging Python and GPT-3, showcasing your proficiency in applying the course concepts.
Show steps
Show steps
Show steps
- Identify a specific educational need or problem to address.
- Design the tool's functionality, interface, and content.
- Implement the tool using Python and GPT-3.
- Evaluate the tool's effectiveness and make improvements.
Build a Simple Quiz Generator with Python and GPT-3
Show steps
Apply programming skills and GPT-3 capabilities to create a practical tool.
Show steps
Show steps
Show steps
- Design the structure and functionality of the quiz generator
- Implement the Python code to interact with GPT-3 and generate questions
- Develop a user interface for the quiz generator
- Test and refine the quiz generator for accuracy and functionality
Participate in GPT-3 or NLP-related Challenges
Show steps
Challenge yourself and test your skills against others.
Show steps
Show steps
Show steps
- Identify relevant GPT-3 or NLP challenges and competitions
- Prepare and submit your solutions to the challenges
- Review and analyze the feedback on your submissions
Career center
Learners who complete Prompt Engineering with GPT: Programming for Custom Content will develop knowledge and skills
that may be useful to these careers:
Artificial Intelligence Engineer
Artificial Intelligence Engineer
An Artificial Intelligence Engineer builds, tests, and deploys AI solutions. With the ability to create a multiple-choice quiz generator using Python and GPT-3, you will have the foundation you need for a successful career as an Artificial Intelligence Engineer. Knowledge of Python programming, functions, variable assignments, and experience working with APIs is not only foundational for success in this role, but are addressed in this course's syllabus.
Machine Learning Engineer
Machine Learning Engineer
A Machine Learning Engineer develops, builds, and maintains machine learning models and algorithms. This course will help you build a foundation in Python programming, functions, variable assignments, and experience working with APIs, which are all important concepts for success in this role.
Data Scientist
Data Scientist
A Data Scientist analyzes data to extract meaningful insights and trends. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Software Engineer
Software Engineer
A Software Engineer designs, develops, and maintains software systems. This course may be helpful for building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Web Developer
Web Developer
A Web Developer designs and develops websites and web applications. This course may be helpful for building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Product Manager
Product Manager
A Product Manager plans, develops, and launches new products or features. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Business Analyst
Business Analyst
A Business Analyst analyzes business processes and systems to identify areas for improvement. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Project Manager
Project Manager
A Project Manager plans, executes, and closes projects. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Technical Writer
Technical Writer
A Technical Writer creates and maintains technical documentation. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Data Analyst
Data Analyst
A Data Analyst analyzes data to extract meaningful insights and trends. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
UX Designer
UX Designer
A UX Designer designs user interfaces for websites and applications. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Front-End Developer
Front-End Developer
A Front-End Developer designs and develops the user interface of websites and applications. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Back-End Developer
Back-End Developer
A Back-End Developer designs and develops the server-side of websites and applications. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Full-Stack Developer
Full-Stack Developer
A Full-Stack Developer designs and develops both the front-end and back-end of websites and applications. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
Computer Programmer
Computer Programmer
A Computer Programmer writes and maintains computer code. This course may be helpful in building a foundation in Python programming, functions, variable assignments, and experience working with APIs, which can be helpful for success in this role.
For more career information including salaries, visit:
OpenCourser.com/course/zll5ke/prompt
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
Prompt Engineering with GPT: Programming for Custom Content.
Provides a comprehensive overview of statistical learning, covering both the theoretical foundations and practical applications. It would be a valuable resource for learners who want to gain a deeper understanding of statistical learning and its applications.
Save
Comprehensive reference on deep learning, covering both the theoretical foundations and practical applications. It would be a valuable resource for learners who want to gain a deeper understanding of deep learning and its applications.
Provides a comprehensive overview of speech and language processing, covering both the theoretical foundations and practical applications. It would be a valuable resource for learners who want to gain a deeper understanding of speech and language processing and its applications.
Save
Provides a comprehensive overview of computer vision, covering both the theoretical foundations and practical applications. It would be a valuable resource for learners who want to gain a deeper understanding of computer vision and its applications.
Provides a practical introduction to natural language processing, covering both the theoretical foundations and hands-on implementation. It could be a useful resource for learners who want to dive deeper into the technical aspects of NLP.
Classic textbook on reinforcement learning, covering both the theoretical foundations and practical applications. It would be a useful resource for learners who want to gain a deeper understanding of reinforcement learning and its applications.
Provides a hands-on introduction to deep learning using the Fastai and PyTorch libraries. It would be a helpful resource for learners who want to get started with deep learning.
Provides a comprehensive overview of Python's capabilities for data analysis. As this course uses Python for the coding project, this book would be beneficial for learners who need to brush up on their Python skills or learn about data analysis with Python.
Provides a simplified overview of artificial intelligence, making it accessible to learners with no prior knowledge of the field. It would be a helpful resource for learners who want to get started with artificial intelligence.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/zll5ke/prompt
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Effort
2 hours
Level
Intermediate
Via
Coursera
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Instructor
Rudi Hinds
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Good to know
Applies latest AI-powered tools to create educational quizzes for multiple-choice exams
Develops working knowledge of Python script for exam generation
Builds solid foundation for learners in applied AI
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