Prompt Engineering for ChatGPT

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Earn a career certificate




18 Hours

The “Prompt Engineering for ChatGPT” course at Vanderbilt University, led by AI expert Dr. Jules White, teaches the essentials of creating effective prompts for AI models like ChatGPT. It offers hands-on practice in various prompt techniques and patterns, culminating in a project where students build a real-world application. This course is suitable for anyone interested in improving their skills in AI communication, from beginners to those with some basic AI background.

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Product is rated as #1 in category ChatGPT
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You will get: Practical Application Emphasis: A key highlight is the course's focus on real-world applications of prompt engineering, providing students with skills that are immediately applicable​​. Engaging Instructional Style: Dr. White's enthusiasm and ability to demystify complex topics make the course particularly engaging and effective​​. Well-Structured Curriculum: The course's structure, with its logical progression from basic concepts to more sophisticated techniques, ensures a comprehensive learning journey​​. Real-World Relevance: The course's relevance to current industry trends and its focus on practical skills development are major strengths​​.

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.

What you’ll learn

  • How to apply prompt engineering to effectively work with large language models, like ChatGPT
  • How to use prompt patterns to tap into powerful capabilities within large language models
  • How to create complex prompt-based applications for your life, business, or education


AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone – especially your non-technical colleagues – to take.

Course Introduction
1 hour to complete

  • Gain an understanding of fundamental concepts related to ChatGPT and Large Language Models.
  • Create and set up your ChatGPT account.
  • Begin practicing by writing your initial prompts.

Introduction to Prompts
4 hours to complete

  • Discover the basics of Prompt Programming, focusing on patterns and personas in prompts.
  • Engage in exercises to craft prompts considering size constraints and various use cases.

Prompt Patterns 1
2 hours to complete

  • Learn about various prompt patterns such as the Question Refinement, Cognitive Verifier, Audience Persona, and Flipped Interaction Patterns.
  • Apply these patterns in real-world contexts through practical exercises.

Few-Shot Examples
2 hours to complete

  • Understand the concept of Few-Shot examples and their application.
  • Concentrate on ReAct concepts and advanced prompting strategies.
  • Compare and evaluate responses from different language models.

Prompt Patterns II
2 hours to complete

  • Deepen your knowledge of prompt patterns including the Game Play, Template, Meta Language Creation, Recipe, and Alternative Approaches Patterns.
  • Implement these patterns in scenarios that mimic real-life applications.

Prompt Patterns III
5 hours to complete

  • Explore additional prompt patterns such as the Ask for Input, Outline Expansion, Menu Actions, Fact Check, Tail Generation, and Semantic Filter Patterns.
  • Practice applying these patterns in relevant real-world scenarios.
  • Culminating Assignment: Develop and present a prompt-based application, integrating the skills and concepts learned throughout the course.

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Full Aiology Review

1. Course Content and Structure – 9/10

  • Relevance and Coverage: The course covers essential AI topics, particularly focusing on prompt engineering for large language models like ChatGPT. It includes practical applications and advanced techniques relevant to current industry trends​​.
  • Depth and Complexity: The curriculum progresses from basic to advanced prompt engineering concepts, ensuring a thorough understanding of the topic. It’s designed to cater to a wide range of learners, from beginners to those with some AI background​​.
  • Rating: 9/10 – The course adeptly covers both fundamental and complex aspects of prompt engineering, making it comprehensive in scope. More advanced topics might further enhance its depth.

2. Instructor Expertise and Teaching Approach – 9/10

  • Instructor Credentials: Dr. Jules White, a professor at Vanderbilt University, leads the course. He’s renowned for his work in AI and natural language processing​​.
  • Teaching Style: Dr. White is praised for his clear, engaging, and accessible teaching style, making complex concepts understandable​​.
  • Rating: 9/10 – Dr. White’s expertise and pedagogical approach are highly regarded, offering an enriching educational experience.

3. Practical Application and Hands-On Learning – 8.5/10

  • Project Work and Case Studies: The course includes practical exercises and real-world examples, allowing students to apply what they learn​​.
  • Tools and Technologies: Focuses on ChatGPT, providing skills relevant to modern AI tools and technologies​​.
  • Rating: 8.5/10 – The course offers substantial hands-on experience, though greater diversity in projects could enhance practical learning.

4. Learning Outcomes and Skill Development – 9/10

  • Skill Acquisition: Students gain skills in crafting effective prompts for AI models, enhancing their problem-solving and communication capabilities​​.
  • Career Relevance: Skills acquired are highly relevant for careers in AI, data science, and related fields, aligning with industry requirements​​.
  • Rating: 9/10 – The course effectively equips students with valuable, industry-relevant skills.

5. The Credibility of the Platform and the Institution – 8/10

  • Platform/Institution Reputation: Vanderbilt University is a prestigious institution, and Coursera is a respected online learning platform​.
  • Rating: 9/10 – The institution’s reputation adds significant credibility to the course.

6. Duration and Time-Flexibility – 9/10

  • Course Length: The course is self-paced, suitable for different time commitments​​. The total time required is around 18 hours.
  • Rating: 9/10 – Its flexibility makes it accessible to a wide audience.

7. Learner Support and Community – 7/10

  • Support Services: Support from Coursera is good, though there’s room for improvement in response times​​.
  • Community Engagement: The course fosters an active learning community​​.
  • Rating: 7/10 – Effective community engagement enhances the learning experience, but faster support responses could improve it.

8. Cost and Value for Money – 10/10

  • Pricing Structure: The course is free with Coursera, with optional paid add-on to get the certificate.
  • Rating: 10/10. Can’t get better than free!

9. Student Feedback and Success Stories – 8/10

  • Reviews and Ratings: High ratings and positive feedback from students underline the course’s effectiveness​.
  • Rating: 9/10 – Consistently positive student feedback underscores the course’s quality and impact.

10. Overall Recommendation – 9/10

  • Final Verdict: This course is highly recommended for anyone interested in prompt engineering and AI. It combines expert instruction, practical application, and flexible learning options. An excellent course for both beginners and those looking to deepen their understanding of prompt engineering for ChatGPT.

What the students say

Aiology analysed reviews from over 350 students

Very Positive (53% of reviews)

  • Expertise of Dr. Jules White: Appreciation for the instructor’s deep knowledge and engaging teaching style. (15%)
  • Practical Approach and Hands-On Learning: High praise for the practical exercises and real-world application of course content. (20%)
  • Comprehensive and Well-Structured Content: Recognition of the course’s thoroughness and logical progression. (18%)

Positive (30% of reviews)

  • Interactive and Supportive Community: Positive remarks about the engaging community and interactive learning environment. (10%)
  • Flexibility and User-Friendly Platform: Appreciation for the course’s flexibility and the ease of use of the online platform. (8%)
  • Real-World Applications and Examples: Positive feedback on the inclusion of real-world examples and applications. (12%)

Negative (8% of reviews)

  • Technical Issues with Online Platform: Some complaints about technical glitches and video playback issues. (5%)
  • Complexity of Some Topics: A few remarks about the difficulty in understanding more complex topics. (3%)

Neutral (3% of reviews)

  • Variations in Learning Pace: Neutral comments on the course pace, suitable for some but not all. (2%)
  • Suggestions for More Interactive Elements: Some suggestions for increased interactivity and peer interaction. (1%)

9Expert Score
Very Useful and Hands on Course to Master ChatGPT
The final verdict on Vanderbilt University's "Prompt Engineering for ChatGPT" course is overwhelmingly positive. Dr. Jules White's expert guidance through the nuances of prompt engineering makes this course stand out. His ability to explain complex AI concepts in an accessible manner is particularly commendable, catering to a broad spectrum of learners, from AI enthusiasts to professionals seeking practical skills.

The course structure is thoughtfully designed to progress from fundamental to more sophisticated aspects of prompt engineering. This progression ensures that participants build a solid foundation before delving into the more complex elements of the discipline. The hands-on exercises and real-world applications are a significant highlight, allowing learners to immediately apply their newfound skills in practical settings.

It's a highly recommended choice for anyone aiming to deepen their understanding of AI interactions, particularly in mastering the art of prompt engineering with ChatGPT.
  • Practical Application Emphasis: A key highlight is the course's focus on real-world applications of prompt engineering, providing students with skills that are immediately applicable​​.
  • Engaging Instructional Style: Dr. White's enthusiasm and ability to demystify complex topics make the course particularly engaging and effective​​.
  • Well-Structured Curriculum: The course's structure, with its logical progression from basic concepts to more sophisticated techniques, ensures a comprehensive learning journey​​.
  • Real-World Relevance: The course's relevance to current industry trends and its focus on practical skills development are major strengths​​.
  • Limited Advanced Content: While comprehensive, the course might benefit from more content geared towards advanced learners or those with prior experience in AI​​.
  • Support Response Time: Some students noted that support response times could be quicker, and more detailed answers to queries would be beneficial​​.
  • Diversity in Projects: Although the course offers practical exercises, a greater variety of projects catering to different skill levels could enhance learning​​.
  • Technical Depth: For those already familiar with AI and prompt engineering, the course may not delve deeply enough into technical complexities.

2 reviews for Prompt Engineering for ChatGPT

4.5 out of 5
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  1. Jamie

    This is a really good course. The instructor is clearly passionate about the subject, and the way they break down different prompt patterns is very helpful for understanding and working with language models. It’s encouraged me to experiment more with ChatGPT and similar tools, helping me get past some initial hurdles.

    However, there are a few areas for improvement:

    The audio quality in some videos isn’t great.
    Automating some parts of homework review, like other coding courses do, would be more efficient.
    Including insights from real-world users of prompt engineering, like businesses, would be a valuable addition, showing practical applications of what we’re learning.

    + PROS: Very passionate instructor!
    - CONS: The audio quality in some videos isn't great.
    Helpful(0) Unhelpful(0)You have already voted this
  2. Sarah

    I found this course to be a great introduction to prompt engineering. Dr. White breaks down the concepts in an easy to understand way using a lot of helpful real-world examples. I have no background in technology and was able to follow along without any issues. The course materials are well-organized and the prompt pattern templates are invaluable for applying what you learn.

    + PROS: Clear explanations of concepts Practical, real-world examples Prompt pattern templates for future reference
    - CONS: Could use more advanced techniques
    Helpful(0) Unhelpful(0)You have already voted this

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